consultation_id string | split string | source string | synthetic_version string | created_at string | source_record string | generator dict | locale dict | scenario dict | conversation list | tts_script list | transcript_reference dict | clinical_outputs dict | quality_labels dict | tags list | full_transcript string | audio_available bool | audio dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
consult_000000 | train | synthetic | v1 | 2026-03-25T10:21:48.481771+00:00 | data/processed/train.jsonl:1 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "office administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. We will take it step b... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off.",
"voice_id": "Female South African English speaker, natural conversational pace, mild local accent, slightly breathy from mild concern",
"sty... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000000_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off. Doctor: Good morning. We will take it step by step. Tell me a bit more about the headaches and how you... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension on amlodipine 5 mg daily presents for routine blood pressure follow-up and intermittent headaches for 2 weeks. Headaches are described as pressure-like, across the forehead or back of the head, mild to moderate (4-5/10), and come and... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off. doctor: Good morning. We will take it step by step. Tell me a bit more about the headaches and how your blood pressure has been going. patient: The blood pressure has been okay, I think. I’ve been on amlo... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000000/full.wav",
"audio_manifest": "manifests/consult_000000.json",
"transcript_reference": "transcripts/consult_000000.json"
} |
consult_000001 | train | synthetic | v1 | 2026-03-25T10:22:07.081580+00:00 | data/processed/train.jsonl:2 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "office administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly worri... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure check, and I’ve also had this dry cough that just won’t go away.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, please have a seat. We’ll loo... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure check, and I’ve also had this dry cough that just won’t go away.",
"voice_id": "South African English, adult female, natural conversational speech, slight Cape Town accent, mild anxiety, clear but occasionally p... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000001_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure check, and I’ve also had this dry cough that just won’t go away. Doctor: Hello, please have a seat. We’ll look at both. How long have you had the cough, and have you n... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine blood pressure follow-up and a dry cough for about 2 weeks. Cough is non-productive, worse at night, with no fever, shortness of breath, wheeze, chest pain, sore throat, or haemoptysis. She reports a sniffly nose last week and a history of ... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure check, and I’ve also had this dry cough that just won’t go away. doctor: Hello, please have a seat. We’ll look at both. How long have you had the cough, and have you noticed anything else with it? patient: About two weeks now. It’s dry, no phlegm. It’s worse at night, ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000001/full.wav",
"audio_manifest": "manifests/consult_000001.json",
"transcript_reference": "transcripts/consult_000001.json"
} |
consult_000002 | train | synthetic | v1 | 2026-03-25T10:22:27.052430+00:00 | data/processed/train.jsonl:3 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 42,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure check, but I’ve also been getting headaches on and off.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. Thanks for coming in. We’ll check bot... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure check, but I’ve also been getting headaches on and off.",
"voice_id": "South African English, adult female patient, relaxed but slightly concerned, natural conversational pace, mild local accent",
"style": ... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000002_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure check, but I’ve also been getting headaches on and off. Doctor: Hello. Thanks for coming in. We’ll check both. How long have the headaches been going on, and where do... | {
"clinical_summary": {
"subjective": "42-year-old woman seen for routine blood pressure follow-up with occasional headaches for about 2 months. Headaches are frontal, dull pressure, intermittent, often later in the day after work. She denies nausea, blurred vision, weakness, numbness, fever, neck stiffness, head... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure check, but I’ve also been getting headaches on and off. doctor: Hello. Thanks for coming in. We’ll check both. How long have the headaches been going on, and where do you feel them? patient: About two months now. Mostly at the front of my head, like a dull pressure. I... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000002/full.wav",
"audio_manifest": "manifests/consult_000002.json",
"transcript_reference": "transcripts/consult_000002.json"
} |
consult_000003 | train | synthetic | v1 | 2026-03-25T10:22:45.637537+00:00 | data/processed/train.jsonl:4 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling a bit tired for the last couple of months.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Thank... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling a bit tired for the last couple of months.",
"voice_id": "Adult female South African English speaker, natural conversational pace, mild South African English accent, slight... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000003_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling a bit tired for the last couple of months. Doctor: Good morning. Thanks for coming in. Let’s talk through both. Have you noticed... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for routine blood pressure follow-up and reports დაახლოებით 2 months of fatigue, worse by afternoon. She denies fever, shortness of breath, dizziness, palpitations, weight loss, blood in stool, or heavy period... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 9,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling a bit tired for the last couple of months. doctor: Good morning. Thanks for coming in. Let’s talk through both. Have you noticed any other symptoms with the tiredness, like shortness of breath, dizziness, palpitations, fever, or w... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000003/full.wav",
"audio_manifest": "manifests/consult_000003.json",
"transcript_reference": "transcripts/consult_000003.json"
} |
consult_000004 | train | synthetic | v1 | 2026-03-25T10:23:04.560514+00:00 | data/processed/train.jsonl:5 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up. Lately I’ve been getting these occasional headaches, and I feel very tired in the afternoons.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utteranc... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up. Lately I’ve been getting these occasional headaches, and I feel very tired in the afternoons.",
"voice_id": "Female South African English speaker, mildly anxious but cooperative, natural conversation... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000004_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up. Lately I’ve been getting these occasional headaches, and I feel very tired in the afternoons. Doctor: Hello, thank you for coming in. Let’s talk through it... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and mild obesity presents for routine blood pressure follow-up. Over the past ~3 months she has had occasional dull pressure headaches, mainly occipital/temporal, a few times per week, and afternoon fatigue most days. No vomiting, vi... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 9,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up. Lately I’ve been getting these occasional headaches, and I feel very tired in the afternoons. doctor: Hello, thank you for coming in. Let’s talk through it properly. When did the headaches and tiredness start, and how often are they happening? patient: It’s... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000004/full.wav",
"audio_manifest": "manifests/consult_000004.json",
"transcript_reference": "transcripts/consult_000004.json"
} |
consult_000005 | train | synthetic | v1 | 2026-03-25T10:23:22.346744+00:00 | data/processed/train.jsonl:6 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired for about three weeks.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thanks for coming in.... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired for about three weeks.",
"voice_id": "Middle-aged South African woman with a natural South African English accent, slightly tired but clear speech, relaxed pace"... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000005_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired for about three weeks. Doctor: Hello, thanks for coming in. I’m sorry you’ve been feeling off. Let’s go through both ... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and mild obesity presents for routine blood pressure follow-up and reports დაახლოებით 3 weeks of tiredness/low energy, worse in the afternoons. She denies fever, cough, chest pain, shortness of breath, palpitations, dizziness, fainti... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 9,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired for about three weeks. doctor: Hello, thanks for coming in. I’m sorry you’ve been feeling off. Let’s go through both issues carefully. How have you been overall, and have you noticed anything else with the tiredness? pa... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000005/full.wav",
"audio_manifest": "manifests/consult_000005.json",
"transcript_reference": "transcripts/consult_000005.json"
} |
consult_000006 | train | synthetic | v1 | 2026-03-25T10:23:40.787014+00:00 | data/processed/train.jsonl:7 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these on and off headaches for about three weeks.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thank... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these on and off headaches for about three weeks.",
"voice_id": "South African English female patient, slightly softer voice, relaxed but attentive, natural conversational ... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000006_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these on and off headaches for about three weeks. Doctor: Hello, thanks for coming in. Let’s go through both. Have you been chec... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine hypertension follow-up and intermittent headaches for about 3 weeks. Home/pharmacy blood pressure readings are usually around 140/88, sometimes slightly higher. She reports taking amlodipine 5 mg daily with only one missed dose in the last ... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these on and off headaches for about three weeks. doctor: Hello, thanks for coming in. Let’s go through both. Have you been checking your blood pressure at home, and if so, what sort of readings have you been getting? patient: I h... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000006/full.wav",
"audio_manifest": "manifests/consult_000006.json",
"transcript_reference": "transcripts/consult_000006.json"
} |
consult_000007 | train | synthetic | v1 | 2026-03-25T10:23:59.108656+00:00 | data/processed/train.jsonl:8 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Good morning, doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired most afternoons for the last two months.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": ... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Good morning, doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired most afternoons for the last two months.",
"voice_id": "Female South African English speaker, mild local accent, slightly hesitant at first but genera... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000007_verbatim.json",
"text": "Patient: Good morning, doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired most afternoons for the last two months. Doctor: Good morning. Thanks for coming in. Let’s talk through bo... | {
"clinical_summary": {
"subjective": "46-year-old woman seen in routine GP follow-up for hypertension and 2 months of gradually worsening afternoon tiredness, especially after lunch. Sleep is generally okay but she wakes once or twice and feels unrefreshed in the morning. No fever, chest pain, shortness of breat... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Good morning, doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired most afternoons for the last two months. doctor: Good morning. Thanks for coming in. Let’s talk through both issues. How has the tiredness been affecting you, and have you noticed anything else with it? patie... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000007/full.wav",
"audio_manifest": "manifests/consult_000007.json",
"transcript_reference": "transcripts/consult_000007.json"
} |
consult_000008 | train | synthetic | v1 | 2026-03-25T10:24:17.751552+00:00 | data/processed/train.jsonl:9 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure check, but I’ve also been getting headaches lately.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. Thanks for coming in. Let’s go through bot... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure check, but I’ve also been getting headaches lately.",
"voice_id": "Adult female with a natural South African English accent, plain spoken, mildly anxious but cooperative, normal conversational pace",
"style"... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000008_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been getting headaches lately. Doctor: Hello. Thanks for coming in. Let’s go through both. When did the headaches start, and where do you feel the... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for blood pressure follow-up and headaches for about 3 weeks. Headaches are dull, across the forehead and sometimes at the back of the head, occurring 3-4 times per week, about 5/10, usually later in the day. ... | {
"realism_score": 0.88,
"coherence_score": 0.95,
"safety_score": 0.9,
"completeness_score": 0.86,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been getting headaches lately. doctor: Hello. Thanks for coming in. Let’s go through both. When did the headaches start, and where do you feel them? patient: About three weeks ago. Mostly across my forehead and sometimes at the back of my head. doc... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000008/full.wav",
"audio_manifest": "manifests/consult_000008.json",
"transcript_reference": "transcripts/consult_000008.json"
} |
consult_000009 | train | synthetic | v1 | 2026-03-25T10:24:34.399325+00:00 | data/processed/train.jsonl:10 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "administrative clerk",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure check. I’ve also been getting some headaches off and on.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. I’m glad you came in. Let’s talk thro... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure check. I’ve also been getting some headaches off and on.",
"voice_id": "Female South African English patient voice, mild local accent, plain speaking style, slightly hesitant at first but becomes more comfortabl... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000009_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure check. I’ve also been getting some headaches off and on. Doctor: Hello. I’m glad you came in. Let’s talk through both. How have you been feeling overall, and what have... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine blood pressure follow-up and intermittent headaches for about 3 weeks. Home/pharmacy BP readings reported around 138/86 and once 142/88. Headaches are pressure-like, across the forehead and sometimes occipital, occurring about twice weekly.... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure check. I’ve also been getting some headaches off and on. doctor: Hello. I’m glad you came in. Let’s talk through both. How have you been feeling overall, and what have your home or recent blood pressure readings been like, if you’ve checked them? patient: Overall okay,... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000009/full.wav",
"audio_manifest": "manifests/consult_000009.json",
"transcript_reference": "transcripts/consult_000009.json"
} |
consult_000010 | train | synthetic | v1 | 2026-03-25T10:24:50.225254+00:00 | data/processed/train.jsonl:11 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "administrative clerk",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "a little wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure check, but I’ve also been getting these headaches on and off for about three weeks.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Le... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure check, but I’ve also been getting these headaches on and off for about three weeks.",
"voice_id": "South African English, female adult, slightly anxious but conversational, moderate pace, clear everyday speech,... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000010_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure check, but I’ve also been getting these headaches on and off for about three weeks. Doctor: Good morning. Let’s go through it carefully. Tell me about the headaches f... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine blood pressure follow-up with occasional headaches for about 3 weeks. Headaches are frontal/temporal, dull, intermittent, last 1-2 hours, and are mild to moderate (4/10). They improve with rest or drinking water. No associated nausea, blurr... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure check, but I’ve also been getting these headaches on and off for about three weeks. doctor: Good morning. Let’s go through it carefully. Tell me about the headaches first. Where do you feel them, and what are they like? patient: Mostly at the front or around my temple... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000010/full.wav",
"audio_manifest": "manifests/consult_000010.json",
"transcript_reference": "transcripts/consult_000010.json"
} |
consult_000011 | train | synthetic | v1 | 2026-03-25T10:25:05.911401+00:00 | data/processed/train.jsonl:12 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these headaches on and off.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. I’m glad you came in... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these headaches on and off.",
"voice_id": "Clear South African English female voice, natural conversational pace, mild Johannesburg-style accent, slightly soft-spoken",
... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000011_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these headaches on and off. Doctor: Good morning. I’m glad you came in. Let’s go through both issues carefully. When did the hea... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine follow-up of hypertension and intermittent headaches for about 3 months. Headaches are described as pressure across the forehead and sometimes the back of the head, more noticeable on busy workdays and later in the day. No associated red-fl... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these headaches on and off. doctor: Good morning. I’m glad you came in. Let’s go through both issues carefully. When did the headaches start, and how often are they happening? patient: It’s been about three months now. Not every d... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000011/full.wav",
"audio_manifest": "manifests/consult_000011.json",
"transcript_reference": "transcripts/consult_000011.json"
} |
consult_000012 | train | synthetic | v1 | 2026-03-25T10:25:24.319587+00:00 | data/processed/train.jsonl:13 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly con... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Good morning, doctor. I’m here for my blood pressure check, and I’ve been getting some headaches on and off.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. I’m glad you came in... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Good morning, doctor. I’m here for my blood pressure check, and I’ve been getting some headaches on and off.",
"voice_id": "South African English, polite and slightly reserved, natural conversational pace, mild local accent",
"style": "neutral",
... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000012_verbatim.json",
"text": "Patient: Good morning, doctor. I’m here for my blood pressure check, and I’ve been getting some headaches on and off. Doctor: Good morning. I’m glad you came in. Let’s talk through both. When did the headaches start, a... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension on amlodipine 5 mg daily presents for routine blood pressure follow-up and intermittent headaches for about 3 weeks. Headaches are described as mild to moderate (4-5/10), located at the back of the head or temples, and come and go. T... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 8,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Good morning, doctor. I’m here for my blood pressure check, and I’ve been getting some headaches on and off. doctor: Good morning. I’m glad you came in. Let’s talk through both. When did the headaches start, and where do you feel them? patient: About three weeks ago. Mostly at the back of my head or around my ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000012/full.wav",
"audio_manifest": "manifests/consult_000012.json",
"transcript_reference": "transcripts/consult_000012.json"
} |
consult_000013 | train | synthetic | v1 | 2026-03-25T10:25:40.747468+00:00 | data/processed/train.jsonl:14 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 42,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly worri... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these on-and-off headaches.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. Thanks for coming in. Let’s... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these on-and-off headaches.",
"voice_id": "South African English, natural conversational speech, slightly cautious but cooperative, moderate pace",
"style": "neutral",
... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000013_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these on-and-off headaches. Doctor: Hello. Thanks for coming in. Let’s go through both. How have you been feeling overall, and h... | {
"clinical_summary": {
"subjective": "42-year-old woman seen for routine blood pressure follow-up and intermittent headaches for 2 weeks. Headaches are dull pressure across the forehead/sides, lasting 1-2 hours or longer, not severe, and not associated with nausea, blurred vision, weakness, numbness, chest pain,... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these on-and-off headaches. doctor: Hello. Thanks for coming in. Let’s go through both. How have you been feeling overall, and have the headaches changed anything for you day to day? patient: Mostly okay, just a bit worried. The h... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000013/full.wav",
"audio_manifest": "manifests/consult_000013.json",
"transcript_reference": "transcripts/consult_000013.json"
} |
consult_000014 | train | synthetic | v1 | 2026-03-25T10:25:56.880367+00:00 | data/processed/train.jsonl:15 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "office administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up, and I’ve also got this dry cough that just won’t go away.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Let’s take a look ... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up, and I’ve also got this dry cough that just won’t go away.",
"voice_id": "South African English, female adult, mild local accent, slightly anxious but clear speech, moderate pace",
"style": "neutra... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000014_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up, and I’ve also got this dry cough that just won’t go away. Doctor: Good morning. Let’s take a look at both. How long have you had the cough, and have you not... | {
"clinical_summary": {
"subjective": "46-year-old woman here for routine hypertension follow-up and evaluation of a dry cough for about 2 weeks. Cough is mostly at night, dry, with a tickly throat. She reports sneezing and blocked nose consistent with seasonal allergies. No fever, shortness of breath, wheeze, ch... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up, and I’ve also got this dry cough that just won’t go away. doctor: Good morning. Let’s take a look at both. How long have you had the cough, and have you noticed anything else with it? patient: About two weeks now. It’s dry, mostly at night. No phlegm. It’s a... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000014/full.wav",
"audio_manifest": "manifests/consult_000014.json",
"transcript_reference": "transcripts/consult_000014.json"
} |
consult_000015 | train | synthetic | v1 | 2026-03-25T10:26:13.623328+00:00 | data/processed/train.jsonl:16 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "administrative assistant",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly w... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting these occasional headaches.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. Thanks for coming in. Let’s go t... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting these occasional headaches.",
"voice_id": "female South African English accent, natural conversational pace, slightly cautious but easy to understand",
"style": "neutral",
... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000015_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting these occasional headaches. Doctor: Hello. Thanks for coming in. Let’s go through both. How have you been feeling overall since start... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine hypertension follow-up 6 weeks after starting amlodipine 5 mg daily, with occasional headaches for about 3 months. She reports feeling mostly well, no dizziness, and headaches are dull, across the forehead or back of the head, occurring 1-2... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting these occasional headaches. doctor: Hello. Thanks for coming in. Let’s go through both. How have you been feeling overall since starting the amlodipine six weeks ago? patient: Mostly okay. I don’t feel dizzy or anything. I’ve just been... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000015/full.wav",
"audio_manifest": "manifests/consult_000015.json",
"transcript_reference": "transcripts/consult_000015.json"
} |
consult_000016 | train | synthetic | v1 | 2026-03-25T10:26:31.036120+00:00 | data/processed/train.jsonl:17 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "administrative assistant",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting these on-and-off headaches for the last few weeks.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thanks fo... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting these on-and-off headaches for the last few weeks.",
"voice_id": "Adult female South African English accent, natural conversational speech, mildly concerned but cooperative",
... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000016_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting these on-and-off headaches for the last few weeks. Doctor: Hello, thanks for coming in. We’ll go through both. How have your blood pr... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and seasonal allergies presents for routine blood pressure follow-up and intermittent headaches for about 3 weeks. Home BP readings are mostly in the 140s/90s, sometimes lower. She reports mostly taking amlodipine 5 mg daily, with 1–... | {
"realism_score": 0.9,
"coherence_score": 0.98,
"safety_score": 0.96,
"completeness_score": 0.9,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting these on-and-off headaches for the last few weeks. doctor: Hello, thanks for coming in. We’ll go through both. How have your blood pressure readings been at home, if you’ve been checking them? patient: I have checked a few times. They ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000016/full.wav",
"audio_manifest": "manifests/consult_000016.json",
"transcript_reference": "transcripts/consult_000016.json"
} |
consult_000017 | train | synthetic | v1 | 2026-03-25T10:26:49.230418+00:00 | data/processed/train.jsonl:18 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "a bit worrie... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure check, but I’ve also had these on-and-off headaches for about three weeks.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thanks for coming ... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure check, but I’ve also had these on-and-off headaches for about three weeks.",
"voice_id": "adult female South African English accent, natural conversational speech, slightly hesitant at times, calm but mildly co... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000017_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure check, but I’ve also had these on-and-off headaches for about three weeks. Doctor: Hello, thanks for coming in. We’ll look at both. Tell me a bit about the headaches ... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine blood pressure follow-up and occasional headaches for about 3 weeks. Headaches are frontal/temporal, dull pressure, intermittent, mild to moderate (4-5/10), lasting a few hours. No nausea, vomiting, blurry vision, dizziness, weakness, speec... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure check, but I’ve also had these on-and-off headaches for about three weeks. doctor: Hello, thanks for coming in. We’ll look at both. Tell me a bit about the headaches first. Where do you feel them, and what do they feel like? patient: Mostly at the front or around my t... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000017/full.wav",
"audio_manifest": "manifests/consult_000017.json",
"transcript_reference": "transcripts/consult_000017.json"
} |
consult_000018 | train | synthetic | v1 | 2026-03-25T10:27:07.223940+00:00 | data/processed/train.jsonl:19 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "office administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’ve had a dry cough and I’ve been a bit tired for about two weeks. I’m also here for my blood pressure follow-up.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Let... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’ve had a dry cough and I’ve been a bit tired for about two weeks. I’m also here for my blood pressure follow-up.",
"voice_id": "South African English, natural conversational speech, mild local accent, slightly hesitant at first but cooperat... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000018_verbatim.json",
"text": "Patient: Hi doctor. I’ve had a dry cough and I’ve been a bit tired for about two weeks. I’m also here for my blood pressure follow-up. Doctor: Good morning. Let’s go through both issues. Have you had any fever, shortne... | {
"clinical_summary": {
"subjective": "46-year-old woman with 2-week history of dry cough and mild tiredness, mainly during the day and worse when talking a lot at work. Associated tickle in throat and some sneezing consistent with known seasonal allergies. Denies fever, shortness of breath, chest pain, wheeze, h... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’ve had a dry cough and I’ve been a bit tired for about two weeks. I’m also here for my blood pressure follow-up. doctor: Good morning. Let’s go through both issues. Have you had any fever, shortness of breath, chest pain, or coughing up phlegm or blood? patient: No fever. No chest pain. I’m not sh... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000018/full.wav",
"audio_manifest": "manifests/consult_000018.json",
"transcript_reference": "transcripts/consult_000018.json"
} |
consult_000019 | train | synthetic | v1 | 2026-03-25T10:27:47.582900+00:00 | data/processed/train.jsonl:20 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I'm here for my blood pressure follow-up. I've also been getting some headaches off and on.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good day. No problem, we will go through... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I'm here for my blood pressure follow-up. I've also been getting some headaches off and on.",
"voice_id": "Adult South African English speaker, slight local accent, natural conversational pace, mildly concerned but cooperative, plain everyday... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000019_verbatim.json",
"text": "Patient: Hi doctor. I'm here for my blood pressure follow-up. I've also been getting some headaches off and on. Doctor: Good day. No problem, we will go through it carefully. When did the headaches start, and how often... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and seasonal allergies presents for routine blood pressure follow-up and intermittent headaches over the past few weeks (overall symptoms for about 3 months). Headaches are dull, frontal/behind the eyes, mild to moderate (4/10), and ... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I'm here for my blood pressure follow-up. I've also been getting some headaches off and on. doctor: Good day. No problem, we will go through it carefully. When did the headaches start, and how often are they happening? patient: Maybe the last few weeks. Not every day. Just now and then, like a dull ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000019/full.wav",
"audio_manifest": "manifests/consult_000019.json",
"transcript_reference": "transcripts/consult_000019.json"
} |
consult_000020 | train | synthetic | v1 | 2026-03-25T10:28:04.474523+00:00 | data/processed/train.jsonl:21 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "a bit worrie... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting headaches on and off.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thanks for coming in. Let’s go throug... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting headaches on and off.",
"voice_id": "Female South African English accent, natural conversational speech, slightly hesitant at times, soft but clear voice",
"style": "neutra... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000020_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting headaches on and off. Doctor: Hello, thanks for coming in. Let’s go through it carefully. Tell me about the headaches and how your b... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for routine follow-up with intermittent dull pressure headaches for about 3 months. Headaches are mainly frontal or occipital, not daily, and she denies chest pain, shortness of breath, weakness, blurred visio... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 7,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting headaches on and off. doctor: Hello, thanks for coming in. Let’s go through it carefully. Tell me about the headaches and how your blood pressure has been at home, if you’ve been checking it. patient: I check it sometimes at the pharm... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000020/full.wav",
"audio_manifest": "manifests/consult_000020.json",
"transcript_reference": "transcripts/consult_000020.json"
} |
consult_000021 | train | synthetic | v1 | 2026-03-25T10:28:22.860650+00:00 | data/processed/train.jsonl:22 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 42,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling a bit tired lately.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Let’s go through both. When d... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling a bit tired lately.",
"voice_id": "Adult South African English speaker, female, slightly tired but cooperative, natural conversational pace, mild local accent",
"style":... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000021_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling a bit tired lately. Doctor: Good morning. Let’s go through both. When did the tiredness start, and has anything else changed rece... | {
"clinical_summary": {
"subjective": "42-year-old woman seen for routine hypertension follow-up and 3 weeks of mild daytime tiredness/low energy. She reports occasional mild exertional breathlessness on stairs, no chest pain, fainting, fever, cough, weight loss, appetite change, or significant sleep disturbance.... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling a bit tired lately. doctor: Good morning. Let’s go through both. When did the tiredness start, and has anything else changed recently? patient: About three weeks ago, I think. It’s not severe, just like I have less energy than usua... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000021/full.wav",
"audio_manifest": "manifests/consult_000021.json",
"transcript_reference": "transcripts/consult_000021.json"
} |
consult_000022 | train | synthetic | v1 | 2026-03-25T10:28:40.207838+00:00 | data/processed/train.jsonl:23 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been feeling a bit more tired than usual for about three weeks.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. L... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been feeling a bit more tired than usual for about three weeks.",
"voice_id": "Female South African English voice, natural conversational tone, mild anxiousness, medium pace, slightly soft-... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000022_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been feeling a bit more tired than usual for about three weeks. Doctor: Good morning. Let’s go through it carefully. When did the tiredness start... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for routine blood pressure follow-up and reports increased tiredness for about 3 weeks. Tiredness is worse in the afternoons but present in the mornings too. She denies chest pain, shortness of breath, palpita... | {
"realism_score": 0.93,
"coherence_score": 0.97,
"safety_score": 0.95,
"completeness_score": 0.9,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been feeling a bit more tired than usual for about three weeks. doctor: Good morning. Let’s go through it carefully. When did the tiredness start, and is it all day or at certain times? patient: It started maybe three weeks ago. It’s mostly in the... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000022/full.wav",
"audio_manifest": "manifests/consult_000022.json",
"transcript_reference": "transcripts/consult_000022.json"
} |
consult_000023 | train | synthetic | v1 | 2026-03-25T10:28:55.856326+00:00 | data/processed/train.jsonl:24 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 42,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "a bit worrie... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’ve had a dry cough and a bit of a sore throat for about a week, and I wanted to get it checked before it gets worse.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Of course. Le... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’ve had a dry cough and a bit of a sore throat for about a week, and I wanted to get it checked before it gets worse.",
"voice_id": "South African English, female adult, natural conversational speech, mild anxiety, medium pace, clear and eve... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000023_verbatim.json",
"text": "Patient: Hi doctor. I’ve had a dry cough and a bit of a sore throat for about a week, and I wanted to get it checked before it gets worse. Doctor: Of course. Let’s go through it properly. When did it start, and has it ... | {
"clinical_summary": {
"subjective": "42-year-old woman with 7 days of dry cough and mild sore throat, slightly worse at night. Started with a runny nose. No fever, significant body aches, shortness of breath, wheeze, chest pain, hemoptysis, or trouble swallowing. Reports mild throat irritation and frequent thro... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 8,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’ve had a dry cough and a bit of a sore throat for about a week, and I wanted to get it checked before it gets worse. doctor: Of course. Let’s go through it properly. When did it start, and has it been getting better, worse, or staying about the same? patient: It started about seven days ago. It’s ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000023/full.wav",
"audio_manifest": "manifests/consult_000023.json",
"transcript_reference": "transcripts/consult_000023.json"
} |
consult_000024 | train | synthetic | v1 | 2026-03-25T10:29:13.816745+00:00 | data/processed/train.jsonl:25 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting some headaches lately.",
"intent": "Presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Thanks for coming in. Let’s ta... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting some headaches lately.",
"voice_id": "Adult female with a neutral South African English accent, polite and mildly worried, natural pacing, clear speech with occasional pauses",
... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000024_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting some headaches lately. Doctor: Good morning. Thanks for coming in. Let’s talk through both. How have you been feeling overall, and wh... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and mild obesity attending routine blood pressure follow-up. Reports pharmacy blood pressure about 1 month ago was still a bit high. Has had intermittent dull headaches for 2 weeks, mainly occipital or across the forehead, not lastin... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting some headaches lately. doctor: Good morning. Thanks for coming in. Let’s talk through both. How have you been feeling overall, and when did you last check your blood pressure? patient: Overall I’m okay. The blood pressure was checked a... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000024/full.wav",
"audio_manifest": "manifests/consult_000024.json",
"transcript_reference": "transcripts/consult_000024.json"
} |
consult_000025 | train | synthetic | v1 | 2026-03-25T10:29:29.877778+00:00 | data/processed/train.jsonl:26 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, but I’ve also been getting these headaches on and off.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thanks for coming in. Let’s... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, but I’ve also been getting these headaches on and off.",
"voice_id": "Adult female speaking South African English with a mild local accent, conversational pace, slightly hesitant when describing symp... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000025_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, but I’ve also been getting these headaches on and off. Doctor: Hello, thanks for coming in. Let’s go through both. How have you been feeling overall, and h... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension on amlodipine 5 mg daily presents for routine blood pressure follow-up and intermittent headaches for 2 weeks. Home blood pressure readings are sometimes elevated, with systolic values around 145-150 mmHg and diastolic in the 80s. He... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, but I’ve also been getting these headaches on and off. doctor: Hello, thanks for coming in. Let’s go through both. How have you been feeling overall, and have you been checking your blood pressure at home? patient: Mostly okay, just a bit worried. I do chec... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000025/full.wav",
"audio_manifest": "manifests/consult_000025.json",
"transcript_reference": "transcripts/consult_000025.json"
} |
consult_000026 | train | synthetic | v1 | 2026-03-25T10:29:47.877936+00:00 | data/processed/train.jsonl:27 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "administrative clerk",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Good morning, doctor. I’m here for my blood pressure follow-up. I’ve also been getting these headaches on and off for about two weeks.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good mor... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Good morning, doctor. I’m here for my blood pressure follow-up. I’ve also been getting these headaches on and off for about two weeks.",
"voice_id": "South African English, natural conversational speech, slightly anxious but clear, moderate pace",
"... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000026_verbatim.json",
"text": "Patient: Good morning, doctor. I’m here for my blood pressure follow-up. I’ve also been getting these headaches on and off for about two weeks. Doctor: Good morning. Let’s go through it carefully. Tell me about the hea... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for routine blood pressure follow-up and reports intermittent dull headaches for 2 weeks, mainly across the forehead or back of the head. Headaches are mild, come and go, and are sometimes noticed after long w... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Good morning, doctor. I’m here for my blood pressure follow-up. I’ve also been getting these headaches on and off for about two weeks. doctor: Good morning. Let’s go through it carefully. Tell me about the headaches first. Where do you feel them, and what do they feel like? patient: Mostly across my forehead o... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000026/full.wav",
"audio_manifest": "manifests/consult_000026.json",
"transcript_reference": "transcripts/consult_000026.json"
} |
consult_000027 | train | synthetic | v1 | 2026-03-25T10:30:08.398301+00:00 | data/processed/train.jsonl:28 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also had these occasional headaches for the last two weeks.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. I’m glad y... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also had these occasional headaches for the last two weeks.",
"voice_id": "South African English, female, natural conversational tone, mildly concerned, medium pace, clear and polite",
"styl... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000027_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also had these occasional headaches for the last two weeks. Doctor: Good morning. I’m glad you came in. Let’s talk through both. How have you been fee... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension on amlodipine 5 mg daily presents for routine blood pressure follow-up and occasional headaches for 2 weeks. Home/pharmacy BP readings reported as variable, with one recent reading around 138/86. Headaches are mild, pressure-like acr... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also had these occasional headaches for the last two weeks. doctor: Good morning. I’m glad you came in. Let’s talk through both. How have you been feeling overall, and have you been checking your blood pressure at home? patient: Overall I’m fine. I do ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000027/full.wav",
"audio_manifest": "manifests/consult_000027.json",
"transcript_reference": "transcripts/consult_000027.json"
} |
consult_000028 | train | synthetic | v1 | 2026-03-25T10:30:23.777233+00:00 | data/processed/train.jsonl:29 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up. Lately I’ve also been getting some headaches, on and off.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Let’s go through i... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up. Lately I’ve also been getting some headaches, on and off.",
"voice_id": "Adult South African English speaker, female, mildly worried but cooperative, natural conversational pace, clear and informal",
... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000028_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up. Lately I’ve also been getting some headaches, on and off. Doctor: Good morning. Let’s go through it carefully. When did the headaches start, and how often a... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine hypertension follow-up with occasional headaches for about 3 months. Headaches occur 1-2 times per week, usually forehead or occipital, described as pressure-like. No associated blurred vision, nausea, weakness, numbness, speech difficulty,... | {
"realism_score": 0.9,
"coherence_score": 0.98,
"safety_score": 0.96,
"completeness_score": 0.9,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up. Lately I’ve also been getting some headaches, on and off. doctor: Good morning. Let’s go through it carefully. When did the headaches start, and how often are you getting them? patient: Maybe about three months ago. Not every day. Sometimes once or twice a w... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000028/full.wav",
"audio_manifest": "manifests/consult_000028.json",
"transcript_reference": "transcripts/consult_000028.json"
} |
consult_000029 | train | synthetic | v1 | 2026-03-25T10:30:39.539264+00:00 | data/processed/train.jsonl:30 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting a few headaches lately.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thanks for coming in. I’m glad to s... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting a few headaches lately.",
"voice_id": "Adult South African English speaker, natural conversational tone, mild South African accent, slightly hesitant at first but becomes more ... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000029_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting a few headaches lately. Doctor: Hello, thanks for coming in. I’m glad to see you. Let’s go through both issues. How have you been fe... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for routine blood pressure follow-up and occasional headaches for 2 weeks. She reports pharmacy blood pressure readings sometimes around 145/90 and once slightly higher, but did not bring the numbers. She take... | {
"realism_score": 0.91,
"coherence_score": 0.96,
"safety_score": 0.95,
"completeness_score": 0.9,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting a few headaches lately. doctor: Hello, thanks for coming in. I’m glad to see you. Let’s go through both issues. How have you been feeling overall? patient: Mostly okay, just a bit worried. The headaches come and go. They’ve been on an... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000029/full.wav",
"audio_manifest": "manifests/consult_000029.json",
"transcript_reference": "transcripts/consult_000029.json"
} |
consult_000030 | train | synthetic | v1 | 2026-03-25T10:30:57.209121+00:00 | data/processed/train.jsonl:31 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "office administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired for the last few weeks.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thanks for coming in... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired for the last few weeks.",
"voice_id": "Adult female with a natural South African English accent, slightly tired but easy to understand, plain speaking",
"sty... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000030_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired for the last few weeks. Doctor: Hello, thanks for coming in. We’ll check both. Tell me more about the tiredness. When... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine hypertension follow-up and 3 weeks of fatigue. Fatigue is present most of the day despite normal sleep. She reports occasional light-headedness and mild thirst, but denies fever, cough, chest pain, shortness of breath, weight loss, palpitat... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up, but I’ve also been feeling quite tired for the last few weeks. doctor: Hello, thanks for coming in. We’ll check both. Tell me more about the tiredness. When did it start, and is it all day or on and off? patient: It’s been about three weeks. Mostly all day. ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000030/full.wav",
"audio_manifest": "manifests/consult_000030.json",
"transcript_reference": "transcripts/consult_000030.json"
} |
consult_000031 | train | synthetic | v1 | 2026-03-25T10:31:13.413250+00:00 | data/processed/train.jsonl:32 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Let’s go through it c... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off.",
"voice_id": "Female South African English speaker, natural conversational pace, mildly anxious at first but easy to reassure, clear pronunciati... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000031_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off. Doctor: Good morning. Let’s go through it carefully. Tell me more about the headaches first, and then... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for routine blood pressure follow-up and intermittent headaches for about 2 months. Headaches are described as dull, sometimes frontal, lasting a few hours, not daily, and worse with stress or dehydration. The... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off. doctor: Good morning. Let’s go through it carefully. Tell me more about the headaches first, and then we’ll review your blood pressure readings and medication. patient: They’ve been happening for about t... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000031/full.wav",
"audio_manifest": "manifests/consult_000031.json",
"transcript_reference": "transcripts/consult_000031.json"
} |
consult_000032 | train | synthetic | v1 | 2026-03-25T10:31:30.499363+00:00 | data/processed/train.jsonl:33 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly con... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also had a few headaches lately.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. Thanks for coming in. Let’s go through both.... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also had a few headaches lately.",
"voice_id": "Adult female speaking South African English with a mild local accent, normal pace, slightly hesitant when describing symptoms",
"style": "neut... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000032_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also had a few headaches lately. Doctor: Hello. Thanks for coming in. Let’s go through both. How have you been feeling overall, and have you been taki... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine hypertension follow-up and intermittent headaches over the past 2 weeks. She reports taking amlodipine 5 mg daily with good adherence. Home/pharmacy BP readings have remained mildly elevated, around 145/90 mmHg or slightly higher. Headaches... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also had a few headaches lately. doctor: Hello. Thanks for coming in. Let’s go through both. How have you been feeling overall, and have you been taking your amlodipine every day? patient: Mostly okay, just a bit worried. Yes, I take the tablet every m... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000032/full.wav",
"audio_manifest": "manifests/consult_000032.json",
"transcript_reference": "transcripts/consult_000032.json"
} |
consult_000033 | train | synthetic | v1 | 2026-03-25T10:31:49.356802+00:00 | data/processed/train.jsonl:34 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "administrative clerk",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting some headaches lately.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Let’s go through it carefully.... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting some headaches lately.",
"voice_id": "South African English accent, female adult, natural conversational pace, slightly cautious but cooperative",
"style": "neutral",
"p... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000033_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting some headaches lately. Doctor: Good morning. Let’s go through it carefully. How have you been measuring your blood pressure, and what... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension presents for routine blood pressure follow-up and occasional headaches for 3 weeks. She reports pharmacy blood pressure readings that have been variable, with one recent reading around 145/92. Headaches are mild, last a few hours, an... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 8,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up. I’ve also been getting some headaches lately. doctor: Good morning. Let’s go through it carefully. How have you been measuring your blood pressure, and what sort of headache are you getting? patient: I check it at the pharmacy sometimes. It’s been a bit up a... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000033/full.wav",
"audio_manifest": "manifests/consult_000033.json",
"transcript_reference": "transcripts/consult_000033.json"
} |
consult_000034 | train | synthetic | v1 | 2026-03-25T10:32:05.559488+00:00 | data/processed/train.jsonl:35 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these headaches on and off.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. I’m glad you came in. Let’s... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these headaches on and off.",
"voice_id": "Middle-aged female with natural South African English accent, slightly anxious at first but answers clearly, normal conversationa... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000034_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these headaches on and off. Doctor: Hello. I’m glad you came in. Let’s go through both carefully. When did the headaches start, ... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension on amlodipine 5 mg daily and mild seasonal allergies presents for blood pressure follow-up and intermittent headaches for about 3 weeks. Headaches occur a few times per week, are mild, pressure-like, across the forehead and behind th... | {
"realism_score": 0.88,
"coherence_score": 0.96,
"safety_score": 0.9,
"completeness_score": 0.84,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these headaches on and off. doctor: Hello. I’m glad you came in. Let’s go through both carefully. When did the headaches start, and how often are they happening? patient: About three weeks ago. Not every day, maybe a few times a w... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000034/full.wav",
"audio_manifest": "manifests/consult_000034.json",
"transcript_reference": "transcripts/consult_000034.json"
} |
consult_000035 | train | synthetic | v1 | 2026-03-25T10:32:21.975804+00:00 | data/processed/train.jsonl:36 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly worri... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure check. I’ve also been getting headaches now and then over the last few months.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Thanks ... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure check. I’ve also been getting headaches now and then over the last few months.",
"voice_id": "Adult female with South African English accent, mild concern, clear everyday speech, moderate pace",
"style": "n... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000035_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure check. I’ve also been getting headaches now and then over the last few months. Doctor: Good morning. Thanks for coming in. I’m glad you brought it up. Tell me a bit m... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for routine blood pressure follow-up and occasional headaches over the past 3 months. Headaches are mild, pressure-like, located around the forehead/behind the eyes, occur 2-3 times per week, last a few hours,... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure check. I’ve also been getting headaches now and then over the last few months. doctor: Good morning. Thanks for coming in. I’m glad you brought it up. Tell me a bit more about the headaches and how your blood pressure has been at home, if you have been checking it. pa... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000035/full.wav",
"audio_manifest": "manifests/consult_000035.json",
"transcript_reference": "transcripts/consult_000035.json"
} |
consult_000036 | train | synthetic | v1 | 2026-03-25T10:32:37.016055+00:00 | data/processed/train.jsonl:37 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up, and I’ve been getting these odd headaches on and off for the last two weeks.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thanks... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up, and I’ve been getting these odd headaches on and off for the last two weeks.",
"voice_id": "South African English accent, natural conversational speech, slightly anxious but cooperative, medium pace, ... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000036_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up, and I’ve been getting these odd headaches on and off for the last two weeks. Doctor: Hello, thanks for coming in. We’ll go through it carefully. Tell me a b... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension presents for routine blood pressure follow-up and intermittent headaches for about 2 weeks. Headaches are dull, sometimes frontal, last 1-2 hours, occur a few times per week, and are associated with work stress, possible dehydration,... | {
"realism_score": 0.88,
"coherence_score": 0.96,
"safety_score": 0.93,
"completeness_score": 0.9,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up, and I’ve been getting these odd headaches on and off for the last two weeks. doctor: Hello, thanks for coming in. We’ll go through it carefully. Tell me a bit more about the headaches first. patient: They’re not terrible, but they’re annoying. Mostly a dull ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000036/full.wav",
"audio_manifest": "manifests/consult_000036.json",
"transcript_reference": "transcripts/consult_000036.json"
} |
consult_000037 | train | synthetic | v1 | 2026-03-25T10:32:54.272642+00:00 | data/processed/train.jsonl:38 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "a bit worrie... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling tired for about three weeks.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, come in. I’m glad you came. Let... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling tired for about three weeks.",
"voice_id": "South African English accent, female adult voice, slightly tired-sounding, conversational pace, mild concern, plain speech",
"sty... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000037_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling tired for about three weeks. Doctor: Hello, come in. I’m glad you came. Let’s talk through both issues. Have you noticed anything els... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and mild obesity presents for blood pressure follow-up and reports დაახლოებით 3 weeks of tiredness/low energy, worse by afternoon. She also notes occasional dull headaches. She denies chest pain, shortness of breath, fever, cough, we... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling tired for about three weeks. doctor: Hello, come in. I’m glad you came. Let’s talk through both issues. Have you noticed anything else with the tiredness, like headaches, dizziness, chest pain, shortness of breath, or swelling in the l... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000037/full.wav",
"audio_manifest": "manifests/consult_000037.json",
"transcript_reference": "transcripts/consult_000037.json"
} |
consult_000038 | train | synthetic | v1 | 2026-03-25T10:33:10.721623+00:00 | data/processed/train.jsonl:39 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 42,
"sex": "female",
"occupation": "school administrative clerk",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "sligh... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling a bit tired lately.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. Thanks for coming in. Let’s go through b... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling a bit tired lately.",
"voice_id": "Female South African English speaker, natural conversational pace, mildly anxious at first, becomes relaxed when reassured.",
"style": "ne... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000038_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling a bit tired lately. Doctor: Hello. Thanks for coming in. Let’s go through both issues. How long have you been feeling tired? Patient:... | {
"clinical_summary": {
"subjective": "42-year-old woman seen in routine GP clinic for blood pressure follow-up and fatigue for about 2 months. Fatigue is mild, mainly after work, with some sleep restriction due to a busy job. She reports occasional mild shortness of breath when rushing, but no chest pain, fever,... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling a bit tired lately. doctor: Hello. Thanks for coming in. Let’s go through both issues. How long have you been feeling tired? patient: Maybe about two months. It’s not terrible, just more than usual. doctor: I see. Is the tiredness ther... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000038/full.wav",
"audio_manifest": "manifests/consult_000038.json",
"transcript_reference": "transcripts/consult_000038.json"
} |
consult_000039 | train | synthetic | v1 | 2026-03-25T10:33:29.738873+00:00 | data/processed/train.jsonl:40 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 42,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure follow-up, and I’ve also been getting headaches now and then for the last few months.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. T... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure follow-up, and I’ve also been getting headaches now and then for the last few months.",
"voice_id": "Female South African English accent, natural conversational pace, slightly hesitant at times, clear but inform... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000039_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure follow-up, and I’ve also been getting headaches now and then for the last few months. Doctor: Good morning. Thanks for coming in. We’ll review your blood pressure and ... | {
"clinical_summary": {
"subjective": "42-year-old woman with known hypertension and overweight presents for blood pressure follow-up and intermittent headaches for about 3 months. Headaches are dull, usually at the back of the head or across the forehead, occurring once or twice weekly, often after a long day at... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure follow-up, and I’ve also been getting headaches now and then for the last few months. doctor: Good morning. Thanks for coming in. We’ll review your blood pressure and the headaches together. Can you tell me what the headaches feel like, and how often they happen? patie... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000039/full.wav",
"audio_manifest": "manifests/consult_000039.json",
"transcript_reference": "transcripts/consult_000039.json"
} |
consult_000040 | train | synthetic | v1 | 2026-03-25T10:33:47.339843+00:00 | data/processed/train.jsonl:41 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "office administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I came for my blood pressure check, but I’ve also had these on-and-off headaches for about three weeks.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello, thanks for coming in.... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I came for my blood pressure check, but I’ve also had these on-and-off headaches for about three weeks.",
"voice_id": "South African English accent, mild anxiety, conversational pace, plain speech with occasional hesitation",
"style": "ne... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000040_verbatim.json",
"text": "Patient: Hi doctor. I came for my blood pressure check, but I’ve also had these on-and-off headaches for about three weeks. Doctor: Hello, thanks for coming in. Let’s go through both. How have the headaches been, and h... | {
"clinical_summary": {
"subjective": "46-year-old woman seen for routine blood pressure follow-up and intermittent headaches for about 3 weeks. Headaches are frontal/temporal, dull pressure, mild-moderate (4/10), worse after long days at desk, stress, and prolonged screen time. No nausea, vomiting, blurred visio... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I came for my blood pressure check, but I’ve also had these on-and-off headaches for about three weeks. doctor: Hello, thanks for coming in. Let’s go through both. How have the headaches been, and have you checked your blood pressure at home at all? patient: I have checked it a few times. It’s been ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000040/full.wav",
"audio_manifest": "manifests/consult_000040.json",
"transcript_reference": "transcripts/consult_000040.json"
} |
consult_000041 | train | synthetic | v1 | 2026-03-25T10:34:04.508122+00:00 | data/processed/train.jsonl:42 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "a bit worrie... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I'm here for my blood pressure follow-up. I've also been getting some headaches lately.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. I’m glad you came in. Let’s t... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I'm here for my blood pressure follow-up. I've also been getting some headaches lately.",
"voice_id": "South African English accent, female adult voice, natural conversational pace, slightly hesitant at first but cooperative.",
"style": ... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000041_verbatim.json",
"text": "Patient: Hi, doctor. I'm here for my blood pressure follow-up. I've also been getting some headaches lately. Doctor: Good morning. I’m glad you came in. Let’s talk through it carefully. How have you been feeling overal... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for routine blood pressure follow-up and intermittent headaches for 2 weeks. Headaches are frontal/pressure-like, occur on and off, and are associated with work stress, computer use, and poor sleep. Paracetamo... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I'm here for my blood pressure follow-up. I've also been getting some headaches lately. doctor: Good morning. I’m glad you came in. Let’s talk through it carefully. How have you been feeling overall, and when did the headaches start? patient: Overall I’m okay. The headaches started about two weeks ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000041/full.wav",
"audio_manifest": "manifests/consult_000041.json",
"transcript_reference": "transcripts/consult_000041.json"
} |
consult_000042 | train | synthetic | v1 | 2026-03-25T10:34:21.678822+00:00 | data/processed/train.jsonl:43 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 42,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’ve had a dry cough and a bit of a sore throat for about 10 days. I thought I should get it checked before it gets worse.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Of cours... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’ve had a dry cough and a bit of a sore throat for about 10 days. I thought I should get it checked before it gets worse.",
"voice_id": "South African English, adult female, soft-spoken, mildly congested voice, natural conversational tone",... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000042_verbatim.json",
"text": "Patient: Hi, doctor. I’ve had a dry cough and a bit of a sore throat for about 10 days. I thought I should get it checked before it gets worse. Doctor: Of course. Let’s go through it properly. Have you had any fever, s... | {
"clinical_summary": {
"subjective": "42-year-old woman with 10 days of mostly dry cough and scratchy sore throat. Symptoms are worse at night and when talking at work. Associated sneezing, itchy eyes, and nasal congestion. No fever, chest pain, shortness of breath at rest, hemoptysis, or significant wheeze. Mil... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 8,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’ve had a dry cough and a bit of a sore throat for about 10 days. I thought I should get it checked before it gets worse. doctor: Of course. Let’s go through it properly. Have you had any fever, shortness of breath, chest pain, or wheezing? patient: No fever. I’ve felt a little blocked up, but no ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000042/full.wav",
"audio_manifest": "manifests/consult_000042.json",
"transcript_reference": "transcripts/consult_000042.json"
} |
consult_000043 | train | synthetic | v1 | 2026-03-25T10:34:39.907278+00:00 | data/processed/train.jsonl:44 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "office administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. We can go through bot... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off.",
"voice_id": "Female South African English speaker, natural conversational pace, slightly hesitant when describing symptoms, polite and easy to ... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000043_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off. Doctor: Good morning. We can go through both. Tell me a bit about the headaches first. Patient: They ... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and mild overweight presents for routine blood pressure follow-up and occasional headaches for about 2 months. Headaches occur a few times per week, are mainly across the forehead and sometimes at the back of the head, described as p... | {
"realism_score": 0.9,
"coherence_score": 0.97,
"safety_score": 0.92,
"completeness_score": 0.88,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting some headaches on and off. doctor: Good morning. We can go through both. Tell me a bit about the headaches first. patient: They started about two months ago. It’s not every day, maybe a few times a week. doctor: Where is the pain,... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000043/full.wav",
"audio_manifest": "manifests/consult_000043.json",
"transcript_reference": "transcripts/consult_000043.json"
} |
consult_000044 | train | synthetic | v1 | 2026-03-25T10:34:57.839719+00:00 | data/processed/train.jsonl:45 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "mildly conce... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling more tired than usual for the last few weeks.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Thanks ... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling more tired than usual for the last few weeks.",
"voice_id": "Female South African English accent, natural conversational pace, slightly tired but cooperative, speaks clearly wit... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000044_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling more tired than usual for the last few weeks. Doctor: Good morning. Thanks for coming in. We can review both today. Tell me more abou... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and mild obesity presents for routine blood pressure follow-up and reports დაახლოებით 3 weeks of increased fatigue, present most of the day and worse by afternoon. She reports poor sleep with frequent waking, morning tiredness, and o... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been feeling more tired than usual for the last few weeks. doctor: Good morning. Thanks for coming in. We can review both today. Tell me more about the tiredness. Is it all day, or worse at certain times? patient: Mostly all day. I get through work... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000044/full.wav",
"audio_manifest": "manifests/consult_000044.json",
"transcript_reference": "transcripts/consult_000044.json"
} |
consult_000045 | train | synthetic | v1 | 2026-03-25T10:35:14.803423+00:00 | data/processed/train.jsonl:46 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "office administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these odd headaches.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. Thanks for coming in. Let’s talk t... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these odd headaches.",
"voice_id": "Middle-aged woman with a South African English accent, speaking plainly and a little cautiously, but easy to understand",
"style": "... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000045_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these odd headaches. Doctor: Hello. Thanks for coming in. Let’s talk through both. How have your blood pressure readings been at... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension and overweight presents for routine blood pressure follow-up and intermittent headaches for 2 weeks. Home BP readings are usually around 135/85, occasionally up to 145/90 when stressed. Headaches are dull, across the forehead or at t... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, and I’ve also been getting these odd headaches. doctor: Hello. Thanks for coming in. Let’s talk through both. How have your blood pressure readings been at home, if you’ve been checking them? patient: I have been checking, yes. They’re usually around 135 ov... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000045/full.wav",
"audio_manifest": "manifests/consult_000045.json",
"transcript_reference": "transcripts/consult_000045.json"
} |
consult_000046 | train | synthetic | v1 | 2026-03-25T10:35:32.272682+00:00 | data/processed/train.jsonl:47 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "administrative assistant",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’m here for my blood pressure check, but I’ve also been getting these headaches on and off.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Good morning. Let’s go through both. Ho... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’m here for my blood pressure check, but I’ve also been getting these headaches on and off.",
"voice_id": "Female South African English speaker, natural conversational pace, mild Cape Town/South African English accent, slightly hesitant when... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000046_verbatim.json",
"text": "Patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been getting these headaches on and off. Doctor: Good morning. Let’s go through both. How have you been feeling overall, and how often are the hea... | {
"clinical_summary": {
"subjective": "46-year-old woman attending routine hypertension follow-up with occasional headaches for about 3 months. Headaches occur 2-3 times per week, usually frontal/temporal, dull pressure-like, sometimes with mild light sensitivity. No nausea, vomiting, blurred vision, weakness, nu... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’m here for my blood pressure check, but I’ve also been getting these headaches on and off. doctor: Good morning. Let’s go through both. How have you been feeling overall, and how often are the headaches happening? patient: Overall I’m okay. The headaches come maybe two or three times a week. It’s ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000046/full.wav",
"audio_manifest": "manifests/consult_000046.json",
"transcript_reference": "transcripts/consult_000046.json"
} |
consult_000047 | train | synthetic | v1 | 2026-03-25T10:35:49.569327+00:00 | data/processed/train.jsonl:48 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 42,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up, and I also have this dry cough that just won’t go away.",
"intent": "presenting_complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. Let’s go through both. How... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up, and I also have this dry cough that just won’t go away.",
"voice_id": "Female South African English speaker, polite, slightly anxious, conversational pace, mild local accent",
"style": "neutral",... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000047_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up, and I also have this dry cough that just won’t go away. Doctor: Hello. Let’s go through both. How have you been feeling overall, and when did the cough sta... | {
"clinical_summary": {
"subjective": "42-year-old woman seen in routine GP clinic follow-up for mild hypertension and a lingering dry cough. Cough has been present for about 2 weeks, is dry, worse at night, and associated with mild throat tickle, sneezing, and nasal congestion. She denies fever, shortness of bre... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up, and I also have this dry cough that just won’t go away. doctor: Hello. Let’s go through both. How have you been feeling overall, and when did the cough start exactly? patient: Overall I’m okay. The cough started about two weeks ago. It’s dry, more annoying ... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000047/full.wav",
"audio_manifest": "manifests/consult_000047.json",
"transcript_reference": "transcripts/consult_000047.json"
} |
consult_000048 | train | synthetic | v1 | 2026-03-25T10:36:05.369448+00:00 | data/processed/train.jsonl:49 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "office administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "a bit worrie... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi doctor. I’ve had this dry cough for about two weeks now, and I’m feeling a bit more tired than usual.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. I’m glad you came in. Let me as... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi doctor. I’ve had this dry cough for about two weeks now, and I’m feeling a bit more tired than usual.",
"voice_id": "South African English accent, adult female voice, natural conversational pace, mildly tired but clear speech",
"style": "neutral"... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000048_verbatim.json",
"text": "Patient: Hi doctor. I’ve had this dry cough for about two weeks now, and I’m feeling a bit more tired than usual. Doctor: Hello. I’m glad you came in. Let me ask a few questions so we can work out what’s going on. Have... | {
"clinical_summary": {
"subjective": "46-year-old woman with 2 weeks of mostly dry cough and mild fatigue/tiredness. Cough is sometimes slightly worse at night and wakes her occasionally. Associated upper-airway/allergy symptoms include itchy eyes, sneezing, and a tickly throat; minimal clear mucus once or twice... | {
"realism_score": 8,
"coherence_score": 9,
"safety_score": 9,
"completeness_score": 8,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi doctor. I’ve had this dry cough for about two weeks now, and I’m feeling a bit more tired than usual. doctor: Hello. I’m glad you came in. Let me ask a few questions so we can work out what’s going on. Have you had any fever, chest pain, or shortness of breath? patient: No fever, and no chest pain. I can br... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000048/full.wav",
"audio_manifest": "manifests/consult_000048.json",
"transcript_reference": "transcripts/consult_000048.json"
} |
consult_000049 | train | synthetic | v1 | 2026-03-25T10:36:21.380069+00:00 | data/processed/train.jsonl:50 | {
"scenario_model": "gpt-5.4-mini",
"conversation_model": "gpt-5.4-mini",
"extraction_model": "gpt-5.4-mini",
"tts_provider": "pending",
"tts_config_version": "v1"
} | {
"language": "en",
"region": "ZA",
"accent_target": "South African English"
} | {
"consultation_type": "routine",
"specialty": "general_practice",
"care_setting": "clinic",
"urgency": "low",
"patient_persona": {
"age": 46,
"sex": "female",
"occupation": "school administrator",
"language_style": "plain",
"health_literacy": "medium",
"emotional_state": "slightly wor... | [
{
"turn_id": 1,
"speaker": "patient",
"utterance": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting headaches now and then.",
"intent": "presenting complaint"
},
{
"turn_id": 2,
"speaker": "doctor",
"utterance": "Hello. Thanks for coming in. Let’s talk th... | [
{
"turn_id": 1,
"speaker": "patient",
"text": "Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting headaches now and then.",
"voice_id": "Adult South African English female voice, natural conversational pace, mild Cape Town/Johannesburg-style accent, slightly worried but coo... | {
"gold_verbatim": {
"path": "data/transcripts/gold/consult_000049_verbatim.json",
"text": "Patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting headaches now and then. Doctor: Hello. Thanks for coming in. Let’s talk through both. How often are the headaches happening, and whe... | {
"clinical_summary": {
"subjective": "46-year-old woman with known hypertension on amlodipine 5 mg daily presents for routine blood pressure follow-up and intermittent headaches for about 3 months. Headaches occur 1-2 times per week, usually across the forehead or at the back of the head, mild to moderate and an... | {
"realism_score": 0.9,
"coherence_score": 0.96,
"safety_score": 0.95,
"completeness_score": 0.9,
"contains_follow_up": true,
"contains_red_flag_screening": true,
"passed_qc": true
} | [
"synthetic",
"doctor-patient",
"audio-ready"
] | patient: Hi, doctor. I’m here for my blood pressure follow-up. I’ve also been getting headaches now and then. doctor: Hello. Thanks for coming in. Let’s talk through both. How often are the headaches happening, and where do you feel them? patient: Maybe once or twice a week. It’s usually across my forehead or at the ba... | true | {
"included": true,
"format": "wav",
"full_audio": "audio/consult_000049/full.wav",
"audio_manifest": "manifests/consult_000049.json",
"transcript_reference": "transcripts/consult_000049.json"
} |
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