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uid
stringclasses
10 values
dataset_id
stringclasses
1 value
care_setting
stringclasses
3 values
nutrition_plan_ordered_signal
stringclasses
2 values
plan_type
stringclasses
5 values
route
stringclasses
3 values
feed_delivered_signal
stringclasses
3 values
intake_recorded_signal
stringclasses
3 values
calorie_target_set_signal
stringclasses
3 values
percent_target_achieved_signal
stringclasses
9 values
barrier_identified_signal
stringclasses
3 values
plan_adjusted_signal
stringclasses
3 values
clinical_summary
stringclasses
10 values
question
stringclasses
1 value
ground_truth_label
stringclasses
2 values
ground_truth_rationale
stringclasses
10 values
outcome_signal
stringclasses
3 values
source_citation
stringclasses
1 value
CNOD-001
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
ICU
yes
high_protein
enteral
yes
yes
yes
90
no
yes
Enteral feeding delivered with intake tracking and target achieved. Plan adjusted as needed.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
coherent
Closed nutrition loop.
stable
Synthetic
CNOD-002
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
Ward
yes
standard
oral
yes
no
yes
unknown
yes
no
Diet ordered but intake not recorded.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
incoherent
No intake tracking.
governance_risk
Synthetic
CNOD-003
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
ICU
yes
standard
enteral
no
no
yes
0
yes
no
Feed ordered but not delivered and no escalation.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
incoherent
Delivery failure.
harm_risk
Synthetic
CNOD-004
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
Ward
yes
high_calorie
oral
yes
yes
yes
40
yes
yes
Food delivered but intake low. Barrier identified and plan adjusted.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
coherent
Loop closed via adjustment.
stable
Synthetic
CNOD-005
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
Ward
yes
enteral_feed
enteral
yes
yes
yes
30
no
no
Tube feed running but targets not met and no plan change.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
incoherent
No adjustment to low intake.
harm_risk
Synthetic
CNOD-006
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
Outpatient
no
none
none
not_applicable
not_applicable
not_applicable
not_applicable
not_applicable
not_applicable
No nutrition plan.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
coherent
No nutrition loop required.
stable
Synthetic
CNOD-007
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
Ward
yes
standard
oral
yes
yes
no
unknown
no
no
Meals given and intake recorded but no calorie target for high risk patient.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
incoherent
Missing target signal.
governance_risk
Synthetic
CNOD-008
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
ICU
yes
enteral_feed
enteral
yes
yes
yes
85
no
yes
Feed delivered, intake tracked, near target.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
coherent
Aligned.
stable
Synthetic
CNOD-009
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
Ward
yes
standard
oral
yes
yes
yes
20
yes
no
Low intake documented but no action.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
incoherent
No escalation despite low intake.
harm_risk
Synthetic
CNOD-010
clinical-nutrition-order-delivery-intake-coherence-risk-v0.1
Ward
yes
high_protein
oral
yes
yes
yes
75
yes
yes
Barrier addressed and plan adjusted, intake improved.
Is nutrition order vs delivery and intake coherent. Answer coherent or incoherent.
coherent
Adaptive loop closed.
stable
Synthetic

What this repo is for

Detect when a nutrition plan exists

but delivery, intake, or response breaks

Common breaks plan ordered but feed not delivered intake not recorded no calorie target for high risk patient low intake recorded but no action tube feed runs but targets not met without adjustment

Examples ICU enteral feed stopped and no restart plan elderly patient eats 20 percent for days with no escalation TPN requested but never commenced

You use it to flag malnutrition risk delayed recovery risk pressure sore risk

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