Split (1)

train · 50k rows

sample_id stringlengths 23 23	population stringclasses 7 values	region stringclasses 5 values	is_SSA bool 2 classes	is_reference_panel bool 2 classes	sex stringclasses 2 values	age int64 18 90 ⌀	bmi float64 14 47.1 ⌀	ses stringclasses 3 values	prs_category stringclasses 3 values	prs_standardized float64 -2.99 2.55 ⌀	high_risk_germline bool 2 classes	stage_at_diagnosis stringclasses 4 values	grade int64 1 3 ⌀	tumour_size_cm float64 0.2 13.8 ⌀	treatment_regimen stringclasses 5 values	tumor_subtype stringclasses 5 values	er_status stringclasses 2 values	pr_status stringclasses 2 values	her2_status stringclasses 2 values	nlr_category stringclasses 3 values	triple_negative bool 2 classes	os_time_years float64 0 9.99 ⌀	os_event bool 2 classes
INTEGRATED_SAMPLE_00201	SSA_West	West	true	false	Female	54	24.8	Low	Low	-1.383	false	III	3	4.77	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Low	false	2.785	false
INTEGRATED_SAMPLE_00202	SSA_West	West	true	false	Female	65	26.6	Middle	Average	0.503	false	III	3	8.85	Palliative_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	0.85	true
INTEGRATED_SAMPLE_00203	SSA_West	West	true	false	Female	51	28	Middle	Low	-1.107	false	III	2	6.25	Chemo_only	Basal_like	Negative	Positive	Negative	High	false	1.691	true
INTEGRATED_SAMPLE_00204	SSA_West	West	true	false	Female	57	30.5	Middle	Average	0	false	IV	3	7.63	Palliative_only	Basal_like	Negative	Negative	Negative	High	true	0.636	true
INTEGRATED_SAMPLE_00205	SSA_West	West	true	false	Female	27	32.9	Low	Average	-0.533	false	III	2	5.41	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	1.614	false
INTEGRATED_SAMPLE_00206	SSA_West	West	true	false	Female	49	26	High	Average	-0.88	false	III	1	5.08	Endocrine_only	Luminal_A	Positive	Positive	Negative	Low	false	1.204	true
INTEGRATED_SAMPLE_00207	SSA_West	West	true	false	Female	41	25.2	Low	Average	-1.162	false	III	3	8.11	Surgery_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	6.666	false
INTEGRATED_SAMPLE_00208	SSA_West	West	true	false	Female	37	29.7	Middle	Low	0.276	false	II	2	2.19	Chemo_only	Basal_like	Negative	Negative	Positive	High	false	0.378	true
INTEGRATED_SAMPLE_00209	SSA_West	West	true	false	Male	40	30.6	Middle	Average	-1.246	false	III	2	5.98	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	6.534	true
INTEGRATED_SAMPLE_00210	SSA_West	West	true	false	Female	46	25.3	Low	Low	-1.618	false	I	1	4.96	Endocrine_only	Luminal_A	Positive	Positive	Negative	Low	false	5.832	false
INTEGRATED_SAMPLE_00211	SSA_West	West	true	false	Female	60	31.5	Middle	Average	-0.274	false	II	2	5.76	Endocrine_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.191	true
INTEGRATED_SAMPLE_00212	SSA_West	West	true	false	Female	35	32.4	Low	Average	-0.523	false	II	3	6.56	Chemo_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	7.428	false
INTEGRATED_SAMPLE_00213	SSA_West	West	true	false	Female	50	34	Middle	High	-0.045	false	III	3	6.56	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	1.655	true
INTEGRATED_SAMPLE_00214	SSA_West	West	true	false	Female	45	36.4	Middle	Average	0.1	false	II	2	4.24	Chemo_only	Luminal_A	Positive	Positive	Negative	High	false	4.046	true
INTEGRATED_SAMPLE_00215	SSA_West	West	true	false	Female	46	23.2	Low	Low	-1.276	false	III	3	5.29	Chemo_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	2.221	false
INTEGRATED_SAMPLE_00216	SSA_West	West	true	false	Female	61	27.6	Middle	Average	-0.254	false	III	3	4.83	Chemo_only	Basal_like	Negative	Negative	Positive	Low	false	0.942	true
INTEGRATED_SAMPLE_00217	SSA_West	West	true	false	Female	56	27.6	Low	High	1.395	false	IV	3	7.23	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.249	true
INTEGRATED_SAMPLE_00218	SSA_West	West	true	false	Female	65	27	Middle	Low	-1.2	false	I	3	2.94	Endocrine_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	1.832	false
INTEGRATED_SAMPLE_00219	SSA_West	West	true	false	Female	48	24.3	High	Average	-0.146	false	II	2	1.23	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	3.884	true
INTEGRATED_SAMPLE_00220	SSA_West	West	true	false	Female	42	20.1	Low	Low	-0.442	false	III	3	3.52	Chemo_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	2.595	true
INTEGRATED_SAMPLE_00221	SSA_West	West	true	false	Female	48	28	Middle	Average	-0.722	false	III	2	5.77	Endocrine_only	Luminal_A	Positive	Positive	Negative	Low	false	0.74	true
INTEGRATED_SAMPLE_00222	SSA_West	West	true	false	Female	53	23.7	Middle	Average	-0.34	false	III	2	4.65	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	0.272	true
INTEGRATED_SAMPLE_00223	SSA_West	West	true	false	Female	52	27.9	Middle	Average	0.331	false	IV	3	2.05	Endocrine_only	Basal_like	Positive	Negative	Positive	High	false	0.789	true
INTEGRATED_SAMPLE_00224	SSA_West	West	true	false	Female	38	23.5	Middle	Average	-0.253	false	III	3	4.18	Chemo_plus_targeted	Basal_like	Negative	Negative	Positive	Low	false	0.064	true
INTEGRATED_SAMPLE_00225	SSA_West	West	true	false	Female	51	22	Middle	High	0.519	false	III	3	9.18	Chemo_plus_targeted	Luminal_A	Positive	Negative	Negative	Low	false	0.201	true
INTEGRATED_SAMPLE_00226	SSA_West	West	true	false	Female	53	28.7	Middle	Low	-0.421	false	II	1	0.2	Chemo_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	1.174	true
INTEGRATED_SAMPLE_00227	SSA_West	West	true	false	Female	78	28.3	Low	Low	-0.877	false	IV	3	5.28	Chemo_only	Luminal_B	Negative	Positive	Negative	Intermediate	false	0.01	true
INTEGRATED_SAMPLE_00228	SSA_West	West	true	false	Female	71	30.4	Low	Low	-0.835	false	I	2	2.41	Endocrine_only	Basal_like	Positive	Negative	Negative	Low	false	2.06	false
INTEGRATED_SAMPLE_00229	SSA_West	West	true	false	Female	41	38.4	High	Average	0.538	false	I	2	4.6	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	5.976	false
INTEGRATED_SAMPLE_00230	SSA_West	West	true	false	Female	47	28.9	Low	Low	-0.085	false	II	3	7.42	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	4.666	true
INTEGRATED_SAMPLE_00231	SSA_West	West	true	false	Female	34	29.9	Middle	Average	0.811	false	IV	3	8.34	Palliative_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.415	true
INTEGRATED_SAMPLE_00232	SSA_West	West	true	false	Female	44	22.1	Low	Average	-1.517	false	III	2	2.76	Chemo_only	Luminal_B	Positive	Negative	Negative	Intermediate	false	4.205	true
INTEGRATED_SAMPLE_00233	SSA_West	West	true	false	Female	53	21.1	Middle	Average	-0.964	false	II	2	1.04	Surgery_only	Luminal_A	Positive	Positive	Positive	Low	false	0.983	true
INTEGRATED_SAMPLE_00234	SSA_West	West	true	false	Female	63	35.4	Middle	High	0.495	false	II	2	7.43	Chemo_plus_targeted	Luminal_B	Positive	Positive	Negative	Intermediate	false	3.541	false
INTEGRATED_SAMPLE_00235	SSA_West	West	true	false	Female	42	22.9	Low	Average	-0.647	false	II	1	1.94	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	5.105	true
INTEGRATED_SAMPLE_00236	SSA_West	West	true	false	Female	43	22.3	Low	Average	0.549	false	II	2	4.91	Chemo_only	HER2_enriched	Negative	Negative	Positive	Intermediate	false	1.884	false
INTEGRATED_SAMPLE_00237	SSA_West	West	true	false	Female	26	27.3	Low	High	0.335	false	II	2	4.83	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	4.823	true
INTEGRATED_SAMPLE_00238	SSA_West	West	true	false	Female	48	27	High	Low	-1.695	false	IV	3	4.47	Chemo_plus_targeted	Luminal_B	Positive	Negative	Negative	High	false	2.244	true
INTEGRATED_SAMPLE_00239	SSA_West	West	true	false	Female	38	23	Middle	Average	-0.508	false	II	2	4.88	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	3.332	true
INTEGRATED_SAMPLE_00240	SSA_West	West	true	false	Female	44	26	Middle	Low	-0.395	false	I	2	2.85	Endocrine_only	Luminal_A	Positive	Positive	Negative	High	false	5.985	false
INTEGRATED_SAMPLE_00241	SSA_West	West	true	false	Female	40	33.6	Middle	High	0.182	false	III	2	5.56	Surgery_only	Luminal_B	Positive	Positive	Negative	High	false	1.623	false
INTEGRATED_SAMPLE_00242	SSA_West	West	true	false	Female	49	23.5	Low	Average	0.193	false	IV	3	5.52	Chemo_plus_targeted	Luminal_B	Negative	Positive	Negative	High	false	0.087	true
INTEGRATED_SAMPLE_00243	SSA_West	West	true	false	Female	31	20.5	Low	Average	1.66	false	III	3	4.57	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	0.263	true
INTEGRATED_SAMPLE_00244	SSA_West	West	true	false	Female	34	32.2	Low	High	1.188	false	III	1	8.86	Chemo_only	HER2_enriched	Positive	Negative	Positive	Low	false	2.592	true
INTEGRATED_SAMPLE_00245	SSA_West	West	true	false	Female	73	30	Low	High	1.137	false	III	3	6.34	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	2.172	false
INTEGRATED_SAMPLE_00246	SSA_West	West	true	false	Female	36	24.4	Middle	Average	0.651	false	II	2	3.12	Chemo_plus_targeted	Luminal_B	Positive	Positive	Negative	Intermediate	false	2.379	false
INTEGRATED_SAMPLE_00247	SSA_West	West	true	false	Female	38	19.6	High	Average	0.893	false	IV	3	9.69	Palliative_only	Basal_like	Negative	Positive	Negative	High	false	0.296	true
INTEGRATED_SAMPLE_00248	SSA_West	West	true	false	Female	70	23.8	High	Average	-0.39	false	II	2	3.27	Surgery_only	Luminal_A	Positive	Positive	Negative	High	false	6.532	false
INTEGRATED_SAMPLE_00249	SSA_West	West	true	false	Female	82	27.2	High	Low	-0.573	false	III	3	4.22	Chemo_only	Basal_like	Negative	Negative	Positive	Low	false	0.896	true
INTEGRATED_SAMPLE_00250	SSA_West	West	true	false	Female	37	33.3	Middle	Low	0.352	false	III	3	4.57	Palliative_only	Basal_like	Negative	Negative	Negative	Intermediate	true	2.132	false
INTEGRATED_SAMPLE_00251	SSA_West	West	true	false	Female	46	22.3	Low	Low	-1.426	false	III	1	6.18	Chemo_only	Basal_like	Positive	Positive	Negative	Intermediate	false	4.595	true
INTEGRATED_SAMPLE_00252	SSA_West	West	true	false	Female	54	27.1	Middle	Average	-0.178	false	II	3	4.19	Chemo_only	Luminal_A	Positive	Positive	Positive	Low	false	2.05	true
INTEGRATED_SAMPLE_00253	SSA_West	West	true	false	Female	69	30.9	High	High	1.446	false	III	2	5.59	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	High	true	0.646	true
INTEGRATED_SAMPLE_00254	SSA_West	West	true	false	Female	39	15.6	Middle	High	1.129	false	III	3	4.52	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	7.304	false
INTEGRATED_SAMPLE_00255	SSA_West	West	true	false	Female	47	32.7	Middle	Average	-0.376	false	II	2	4.36	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.654	true
INTEGRATED_SAMPLE_00256	SSA_West	West	true	false	Female	59	21.6	Middle	Low	-0.641	false	III	3	5.58	Chemo_plus_targeted	Luminal_B	Positive	Negative	Negative	Intermediate	false	0.939	true
INTEGRATED_SAMPLE_00257	SSA_West	West	true	false	Female	55	29.2	Middle	Low	-0.138	false	III	2	6.11	Endocrine_only	Basal_like	Negative	Negative	Negative	High	true	0.237	true
INTEGRATED_SAMPLE_00258	SSA_West	West	true	false	Female	46	28.7	High	Low	-1.178	false	II	3	3.55	Endocrine_only	Luminal_B	Positive	Positive	Negative	Low	false	6.835	false
INTEGRATED_SAMPLE_00259	SSA_West	West	true	false	Female	49	32.9	Middle	High	0.649	false	II	1	4.9	Surgery_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	2.925	false
INTEGRATED_SAMPLE_00260	SSA_West	West	true	false	Female	35	30.3	Low	Low	-0.889	false	III	3	4.93	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	High	false	0.338	true
INTEGRATED_SAMPLE_00261	SSA_West	West	true	false	Female	47	15.6	Low	Average	0.475	true	III	3	6.53	Chemo_only	Luminal_B	Positive	Positive	Negative	High	false	1.206	true
INTEGRATED_SAMPLE_00262	SSA_West	West	true	false	Female	47	23.6	Middle	Average	0.265	false	III	2	7.75	Palliative_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	5.048	true
INTEGRATED_SAMPLE_00263	SSA_West	West	true	false	Female	53	28.2	Low	Low	-0.067	false	IV	3	5.45	Palliative_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	0.286	true
INTEGRATED_SAMPLE_00264	SSA_West	West	true	false	Female	44	26.5	High	Low	-1.736	false	III	3	4.95	Chemo_only	Luminal_A	Positive	Negative	Negative	High	false	3.66	true
INTEGRATED_SAMPLE_00265	SSA_West	West	true	false	Female	55	29.9	Middle	High	0.051	false	IV	3	7.52	Chemo_only	Luminal_A	Positive	Positive	Negative	Low	false	3.017	true
INTEGRATED_SAMPLE_00266	SSA_West	West	true	false	Female	61	31.4	Middle	Average	-0.592	false	III	2	5.15	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	0.15	true
INTEGRATED_SAMPLE_00267	SSA_West	West	true	false	Female	52	30.5	Low	Average	-1.318	false	III	2	5.8	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Low	false	0.6	true
INTEGRATED_SAMPLE_00268	SSA_West	West	true	false	Female	54	26.4	Middle	Low	-1.566	false	II	2	2.78	Chemo_plus_targeted	HER2_enriched	Positive	Negative	Positive	High	false	4.379	true
INTEGRATED_SAMPLE_00269	SSA_West	West	true	false	Female	51	18.3	Middle	Low	-0.604	false	III	3	7.86	Chemo_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.513	true
INTEGRATED_SAMPLE_00270	SSA_West	West	true	false	Female	50	25.2	Low	Low	-1.553	true	III	2	3.04	Surgery_only	Luminal_A	Positive	Negative	Negative	Intermediate	false	2.19	true
INTEGRATED_SAMPLE_00271	SSA_West	West	true	false	Female	42	29.6	High	Average	0.664	false	III	3	5.1	Chemo_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.096	true
INTEGRATED_SAMPLE_00272	SSA_West	West	true	false	Female	53	22	Low	Low	-1.777	false	II	1	3.87	Endocrine_only	Luminal_A	Positive	Positive	Negative	High	false	6.468	false
INTEGRATED_SAMPLE_00273	SSA_West	West	true	false	Female	49	30.7	Low	High	0.861	false	III	2	5.75	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Low	false	6.22	true
INTEGRATED_SAMPLE_00274	SSA_West	West	true	false	Female	73	32	Low	Average	0.524	false	III	3	6.94	Chemo_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.84	true
INTEGRATED_SAMPLE_00275	SSA_West	West	true	false	Female	67	28.1	Middle	High	0.948	false	II	3	4.29	Chemo_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	5.518	false
INTEGRATED_SAMPLE_00276	SSA_West	West	true	false	Female	54	14	Middle	Average	0.38	false	III	1	6.61	Palliative_only	Basal_like	Positive	Negative	Negative	Intermediate	false	2.42	false
INTEGRATED_SAMPLE_00277	SSA_West	West	true	false	Female	42	21.1	High	Average	-0.759	false	II	1	4.55	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Intermediate	false	5.548	false
INTEGRATED_SAMPLE_00278	SSA_West	West	true	false	Female	38	36.9	Low	Average	0.502	false	IV	2	7.61	Chemo_only	HER2_enriched	Negative	Negative	Positive	Intermediate	false	0.098	true
INTEGRATED_SAMPLE_00279	SSA_West	West	true	false	Female	63	24.8	High	Average	-0.127	false	I	1	1.77	Surgery_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	6.728	false
INTEGRATED_SAMPLE_00280	SSA_West	West	true	false	Female	53	17.6	Middle	Average	-0.21	false	II	2	3.05	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.221	true
INTEGRATED_SAMPLE_00281	SSA_West	West	true	false	Female	55	33.7	Low	Average	-0.338	false	II	2	2.09	Endocrine_only	Basal_like	Negative	Negative	Positive	Intermediate	false	3.273	true
INTEGRATED_SAMPLE_00282	SSA_West	West	true	false	Female	31	27.6	Low	Average	-1.785	false	IV	3	6.67	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.392	true
INTEGRATED_SAMPLE_00283	SSA_West	West	true	false	Female	60	33	Low	High	1.986	false	IV	2	8.32	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	0.081	true
INTEGRATED_SAMPLE_00284	SSA_West	West	true	false	Female	55	28.9	High	Low	-0.979	true	II	2	1.72	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	High	true	0.825	true
INTEGRATED_SAMPLE_00285	SSA_West	West	true	false	Female	38	29.8	Low	Low	-1.166	false	III	3	6.3	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Intermediate	false	1.31	true
INTEGRATED_SAMPLE_00286	SSA_West	West	true	false	Female	45	29.3	Middle	Average	-0.29	false	IV	3	6.88	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	1.934	true
INTEGRATED_SAMPLE_00287	SSA_West	West	true	false	Female	53	31	Middle	High	0.726	false	II	2	4.38	Chemo_only	Luminal_A	Positive	Positive	Negative	High	false	2.971	false
INTEGRATED_SAMPLE_00288	SSA_West	West	true	false	Female	51	38.9	High	High	1.164	false	III	3	1.92	Surgery_only	HER2_enriched	Positive	Negative	Positive	Intermediate	false	0.702	true
INTEGRATED_SAMPLE_00289	SSA_West	West	true	false	Female	47	32.4	Middle	Average	-0.677	false	III	2	4.95	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	1.896	true
INTEGRATED_SAMPLE_00290	SSA_West	West	true	false	Female	49	19.6	Middle	Average	-0.004	false	IV	3	6.52	Endocrine_only	Luminal_A	Positive	Positive	Negative	Low	false	0.93	true
INTEGRATED_SAMPLE_00291	SSA_West	West	true	false	Female	47	29.7	Low	Average	-0.613	false	III	3	6.76	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.501	false
INTEGRATED_SAMPLE_00292	SSA_West	West	true	false	Female	52	33.2	High	Average	1.079	false	III	3	5.56	Chemo_only	Luminal_A	Positive	Positive	Positive	Low	false	0.943	false
INTEGRATED_SAMPLE_00293	SSA_West	West	true	false	Female	66	33.5	Low	Average	-0.029	false	III	1	7.92	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.51	true
INTEGRATED_SAMPLE_00294	SSA_West	West	true	false	Female	22	25.4	Low	Average	0.655	false	III	2	7.46	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	1.638	true
INTEGRATED_SAMPLE_00295	SSA_West	West	true	false	Female	47	33.3	High	Average	0.57	false	III	2	4.43	Surgery_only	HER2_enriched	Positive	Negative	Positive	Low	false	0.911	true
INTEGRATED_SAMPLE_00296	SSA_West	West	true	false	Female	52	32.1	Low	Average	0.014	false	IV	3	6.98	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	0.282	true
INTEGRATED_SAMPLE_00297	SSA_West	West	true	false	Female	53	40.4	Low	Average	-0.554	false	III	3	6.6	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	High	false	1.745	true
INTEGRATED_SAMPLE_00298	SSA_West	West	true	false	Female	46	23.7	Middle	Low	0.019	false	III	2	4.71	Chemo_only	HER2_enriched	Negative	Negative	Positive	High	false	0.866	true
INTEGRATED_SAMPLE_00299	SSA_West	West	true	false	Female	31	25	Low	High	0.811	false	III	3	6.68	Palliative_only	Luminal_A	Positive	Positive	Negative	High	false	6.531	true
INTEGRATED_SAMPLE_00300	SSA_West	West	true	false	Female	54	26	Low	Low	-0.692	false	II	3	4.66	Chemo_only	Luminal_A	Negative	Positive	Negative	High	false	1.897	true

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