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_00401	SSA_West	West	true	false	Female	48	25.3	Middle	Average	0.422	false	III	3	5.64	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.957	true
INTEGRATED_SAMPLE_00402	SSA_West	West	true	false	Female	52	32.4	Low	Average	-0.519	false	III	3	8.68	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	6.371	true
INTEGRATED_SAMPLE_00403	SSA_West	West	true	false	Female	59	28.9	Low	Average	-0.065	false	III	2	3.07	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	0.643	true
INTEGRATED_SAMPLE_00404	SSA_West	West	true	false	Female	46	24	Middle	Low	-1.029	false	III	3	3.97	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	1.698	true
INTEGRATED_SAMPLE_00405	SSA_West	West	true	false	Female	56	23.2	Low	Average	0.361	false	III	3	7.6	Chemo_plus_targeted	Basal_like	Positive	Negative	Negative	Intermediate	false	0.154	true
INTEGRATED_SAMPLE_00406	SSA_West	West	true	false	Female	47	19.3	Middle	Average	0.034	false	III	1	7.14	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	1.6	true
INTEGRATED_SAMPLE_00407	SSA_West	West	true	false	Female	49	29	High	High	1.259	false	II	2	2.77	Chemo_plus_targeted	Basal_like	Negative	Positive	Positive	Low	false	0.21	true
INTEGRATED_SAMPLE_00408	SSA_West	West	true	false	Female	59	25.7	Low	Average	-0.802	false	I	2	5.43	Surgery_only	Basal_like	Negative	Positive	Negative	Intermediate	false	6.308	false
INTEGRATED_SAMPLE_00409	SSA_West	West	true	false	Female	28	15.6	Middle	Low	-1.026	false	III	3	8.54	Chemo_plus_targeted	HER2_enriched	Negative	Negative	Positive	High	false	2.798	true
INTEGRATED_SAMPLE_00410	SSA_West	West	true	false	Female	36	24.8	High	Low	-0.777	false	III	2	8.61	Chemo_plus_targeted	HER2_enriched	Positive	Negative	Positive	Intermediate	false	4.448	false
INTEGRATED_SAMPLE_00411	SSA_West	West	true	false	Female	34	23	Middle	Average	0.09	false	II	1	4.82	Palliative_only	Basal_like	Negative	Negative	Negative	Intermediate	true	4.52	false
INTEGRATED_SAMPLE_00412	SSA_West	West	true	false	Female	24	35.4	Low	Average	0.405	false	IV	3	6.47	Endocrine_only	Basal_like	Negative	Negative	Negative	Intermediate	true	3.695	false
INTEGRATED_SAMPLE_00413	SSA_West	West	true	false	Female	43	19	High	Average	-0.073	false	II	3	4.47	Endocrine_only	Basal_like	Negative	Positive	Positive	Low	false	3.749	false
INTEGRATED_SAMPLE_00414	SSA_West	West	true	false	Female	58	20.3	Low	Average	-0.606	false	III	3	6.5	Chemo_only	Luminal_A	Positive	Negative	Negative	Low	false	1.395	false
INTEGRATED_SAMPLE_00415	SSA_West	West	true	false	Female	47	33	Middle	High	0.965	false	IV	2	5.75	Chemo_only	Luminal_A	Positive	Positive	Negative	High	false	1.79	true
INTEGRATED_SAMPLE_00416	SSA_West	West	true	false	Female	52	34.3	Middle	High	0.646	false	IV	2	8.87	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Intermediate	false	1.457	false
INTEGRATED_SAMPLE_00417	SSA_West	West	true	false	Female	62	23.8	Middle	Low	-0.834	false	III	2	6.87	Chemo_plus_targeted	Luminal_B	Positive	Negative	Negative	Low	false	0.856	true
INTEGRATED_SAMPLE_00418	SSA_West	West	true	false	Female	65	24.3	Low	Average	0.008	false	IV	3	8.77	Palliative_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	0.022	true
INTEGRATED_SAMPLE_00419	SSA_West	West	true	false	Female	49	30.6	Low	Low	-1.724	false	III	3	4.95	Palliative_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.31	true
INTEGRATED_SAMPLE_00420	SSA_West	West	true	false	Female	65	15.9	Middle	Average	-0.592	false	IV	3	6.96	Palliative_only	Luminal_A	Positive	Positive	Negative	Low	false	0.218	true
INTEGRATED_SAMPLE_00421	SSA_West	West	true	false	Female	51	18.2	Low	Average	-1.046	false	III	3	4.01	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	2.055	true
INTEGRATED_SAMPLE_00422	SSA_West	West	true	false	Female	41	26.1	Middle	Average	0.355	false	III	2	6.72	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.445	true
INTEGRATED_SAMPLE_00423	SSA_West	West	true	false	Female	43	35.2	Middle	Average	-0.402	false	IV	1	6.43	Palliative_only	Basal_like	Negative	Negative	Negative	Intermediate	true	1.358	true
INTEGRATED_SAMPLE_00424	SSA_West	West	true	false	Female	34	25.3	Middle	Low	-0.468	false	IV	3	6.89	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	1.103	true
INTEGRATED_SAMPLE_00425	SSA_West	West	true	false	Female	40	28	Low	Average	-0.13	false	I	2	1.61	Palliative_only	Basal_like	Negative	Negative	Negative	Intermediate	true	1.646	true
INTEGRATED_SAMPLE_00426	SSA_West	West	true	false	Female	46	33.2	Low	Average	0.283	false	IV	3	7.56	Palliative_only	Basal_like	Negative	Negative	Negative	Low	true	0.225	true
INTEGRATED_SAMPLE_00427	SSA_West	West	true	false	Female	59	38	High	Average	0.488	false	IV	3	6.9	Palliative_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.047	true
INTEGRATED_SAMPLE_00428	SSA_West	West	true	false	Female	69	24.6	Low	Average	-0.407	false	IV	3	8.72	Surgery_only	Basal_like	Negative	Negative	Negative	High	true	0.475	true
INTEGRATED_SAMPLE_00429	SSA_West	West	true	false	Female	35	27.4	Low	Average	-0.196	false	II	3	1.12	Endocrine_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.218	true
INTEGRATED_SAMPLE_00430	SSA_West	West	true	false	Female	54	36.6	Low	Average	-0.502	false	III	3	6.97	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	High	false	1.797	false
INTEGRATED_SAMPLE_00431	SSA_West	West	true	false	Female	39	19.9	Low	Average	-0.62	false	III	3	9.23	Chemo_plus_targeted	HER2_enriched	Negative	Negative	Positive	Low	false	9.773	false
INTEGRATED_SAMPLE_00432	SSA_West	West	true	false	Female	55	32.6	High	Low	0.06	false	II	3	3	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	9.869	false
INTEGRATED_SAMPLE_00433	SSA_West	West	true	false	Female	49	22.4	Low	Low	-0.618	false	III	3	9.14	Surgery_only	Basal_like	Negative	Negative	Negative	High	true	4.235	true
INTEGRATED_SAMPLE_00434	SSA_West	West	true	false	Female	30	28	Low	Average	-0.768	false	III	2	4.57	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	1.278	false
INTEGRATED_SAMPLE_00435	SSA_West	West	true	false	Female	60	26.3	Middle	Low	0.244	false	II	2	3.62	Chemo_only	Basal_like	Negative	Positive	Negative	Low	false	0.419	true
INTEGRATED_SAMPLE_00436	SSA_West	West	true	false	Female	43	22.7	Low	Average	0.424	false	III	3	7.57	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	High	true	1.916	true
INTEGRATED_SAMPLE_00437	SSA_West	West	true	false	Female	44	22.6	Low	High	-0.528	false	III	3	6.36	Surgery_only	Basal_like	Negative	Negative	Negative	Low	true	0.675	true
INTEGRATED_SAMPLE_00438	SSA_West	West	true	false	Female	38	28.9	High	High	0.512	false	I	1	1.1	Surgery_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	1.623	true
INTEGRATED_SAMPLE_00439	SSA_West	West	true	false	Female	43	32.5	Middle	Low	-0.972	false	I	1	1.88	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	1.255	true
INTEGRATED_SAMPLE_00440	SSA_West	West	true	false	Female	55	26.9	Low	Low	-0.824	false	III	2	2.27	Chemo_only	Luminal_B	Positive	Positive	Negative	High	false	8.272	false
INTEGRATED_SAMPLE_00441	SSA_West	West	true	false	Female	48	27.9	Low	Average	-0.639	false	IV	2	7.82	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	0.126	true
INTEGRATED_SAMPLE_00442	SSA_West	West	true	false	Female	54	30.4	Low	Average	0.192	false	II	3	4.24	Surgery_only	Luminal_B	Positive	Positive	Negative	Low	false	0.686	true
INTEGRATED_SAMPLE_00443	SSA_West	West	true	false	Female	54	22.6	Low	Low	-1.276	true	III	3	3.46	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Intermediate	false	7.906	false
INTEGRATED_SAMPLE_00444	SSA_West	West	true	false	Female	65	31.2	Middle	High	1.355	false	III	3	4.38	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	1.412	true
INTEGRATED_SAMPLE_00445	SSA_West	West	true	false	Female	46	31.6	Middle	Low	-1.088	true	IV	2	10.76	Surgery_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.593	true
INTEGRATED_SAMPLE_00446	SSA_West	West	true	false	Female	34	40.5	Middle	Average	-0.203	false	III	3	7.01	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	2.299	true
INTEGRATED_SAMPLE_00447	SSA_West	West	true	false	Female	62	25.6	High	Average	-0.356	false	I	2	0.33	Endocrine_only	Luminal_A	Positive	Positive	Negative	Low	false	7.567	false
INTEGRATED_SAMPLE_00448	SSA_West	West	true	false	Female	46	25.2	Low	Average	-0.257	false	III	3	4.34	Chemo_only	Luminal_B	Positive	Positive	Negative	Low	false	1.509	true
INTEGRATED_SAMPLE_00449	SSA_West	West	true	false	Female	62	31.3	High	Low	-1.157	false	III	3	7.88	Chemo_plus_targeted	Luminal_B	Positive	Negative	Negative	Low	false	0.135	true
INTEGRATED_SAMPLE_00450	SSA_West	West	true	false	Female	54	31.6	Middle	Low	-0.007	false	III	3	7.61	Chemo_plus_targeted	Luminal_B	Negative	Positive	Negative	High	false	1.081	false
INTEGRATED_SAMPLE_00451	SSA_West	West	true	false	Female	49	24.8	Low	Low	-0.365	false	IV	3	8.36	Chemo_only	Luminal_B	Positive	Positive	Positive	Intermediate	false	0.632	true
INTEGRATED_SAMPLE_00452	SSA_West	West	true	false	Female	54	25.5	Middle	Average	0.038	false	II	3	1.11	Chemo_plus_targeted	Luminal_B	Positive	Positive	Negative	Low	false	1.618	true
INTEGRATED_SAMPLE_00453	SSA_West	West	true	false	Female	71	30.2	Low	Average	0.835	false	II	2	5.9	Surgery_only	Basal_like	Positive	Negative	Positive	High	false	2.194	false
INTEGRATED_SAMPLE_00454	SSA_West	West	true	false	Female	73	23.4	Middle	Average	-0.338	true	III	3	7.51	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	1.554	true
INTEGRATED_SAMPLE_00455	SSA_West	West	true	false	Female	51	25.4	Middle	Average	0.613	false	I	3	2.44	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	6.804	true
INTEGRATED_SAMPLE_00456	SSA_West	West	true	false	Female	52	27.9	Low	Low	0.11	false	IV	3	6.96	Palliative_only	Basal_like	Negative	Negative	Negative	High	true	0.552	true
INTEGRATED_SAMPLE_00457	SSA_West	West	true	false	Female	62	32.5	High	High	0.905	false	II	3	2.26	Endocrine_only	Basal_like	Negative	Negative	Negative	High	true	0.343	true
INTEGRATED_SAMPLE_00458	SSA_West	West	true	false	Female	41	24.5	Low	High	0.442	false	II	2	2.53	Chemo_plus_targeted	Luminal_B	Positive	Positive	Negative	Low	false	6.754	true
INTEGRATED_SAMPLE_00459	SSA_West	West	true	false	Female	54	18.3	Middle	Average	-0.262	false	III	2	2.87	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	0.009	true
INTEGRATED_SAMPLE_00460	SSA_West	West	true	false	Female	50	17.9	Low	Low	-0.615	false	III	3	7.96	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	2.549	true
INTEGRATED_SAMPLE_00461	SSA_West	West	true	false	Female	53	21.2	Low	Average	0.504	false	IV	3	9.8	Palliative_only	Luminal_A	Positive	Negative	Negative	Low	false	1.018	true
INTEGRATED_SAMPLE_00462	SSA_West	West	true	false	Female	41	20.9	Low	Average	0.125	false	I	3	0.99	Endocrine_only	Basal_like	Negative	Negative	Negative	Intermediate	true	5.693	false
INTEGRATED_SAMPLE_00463	SSA_West	West	true	false	Female	33	26.7	High	Average	0.126	false	IV	2	7.04	Chemo_only	HER2_enriched	Positive	Negative	Positive	High	false	2.212	true
INTEGRATED_SAMPLE_00464	SSA_West	West	true	false	Female	27	21.6	Low	Average	-0.479	false	III	3	2.11	Surgery_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	0.369	true
INTEGRATED_SAMPLE_00465	SSA_West	West	true	false	Female	38	24	High	High	0.825	false	III	2	4.35	Chemo_only	Luminal_B	Positive	Positive	Positive	High	false	3.53	true
INTEGRATED_SAMPLE_00466	SSA_West	West	true	false	Female	45	23.6	Low	Low	-1.217	false	III	2	6.88	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	2.86	true
INTEGRATED_SAMPLE_00467	SSA_West	West	true	false	Male	47	25.3	Middle	Low	-0.39	false	II	3	2.79	Endocrine_only	Basal_like	Positive	Negative	Negative	Low	false	3.533	false
INTEGRATED_SAMPLE_00468	SSA_West	West	true	false	Female	71	34.1	Low	Average	-0.035	false	II	2	2.87	Chemo_only	HER2_enriched	Positive	Positive	Positive	Low	false	1.285	true
INTEGRATED_SAMPLE_00469	SSA_West	West	true	false	Female	62	30.8	Low	Average	-0.714	false	IV	2	8.4	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.574	true
INTEGRATED_SAMPLE_00470	SSA_West	West	true	false	Female	39	27.6	High	Average	-0.79	false	I	1	0.93	Surgery_only	Basal_like	Negative	Negative	Positive	Low	false	3.128	true
INTEGRATED_SAMPLE_00471	SSA_West	West	true	false	Female	54	25.2	Low	Average	-0.353	false	III	3	4.34	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	3.215	true
INTEGRATED_SAMPLE_00472	SSA_West	West	true	false	Female	46	25.3	Middle	Average	-0.002	false	II	2	5.27	Chemo_only	HER2_enriched	Positive	Positive	Positive	Low	false	2.986	true
INTEGRATED_SAMPLE_00473	SSA_West	West	true	false	Female	47	29.1	Middle	Average	-0.034	false	IV	3	10.71	Palliative_only	Luminal_A	Positive	Positive	Positive	High	false	0.458	true
INTEGRATED_SAMPLE_00474	SSA_West	West	true	false	Female	52	30.4	Middle	Average	0.438	false	III	2	7.48	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	2.873	true
INTEGRATED_SAMPLE_00475	SSA_West	West	true	false	Female	57	23	Middle	Low	-0.839	false	II	1	2.11	Endocrine_only	Basal_like	Negative	Negative	Negative	High	true	3.804	true
INTEGRATED_SAMPLE_00476	SSA_West	West	true	false	Female	46	27.7	High	High	0.261	false	IV	3	9.24	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	0.178	true
INTEGRATED_SAMPLE_00477	SSA_West	West	true	false	Female	62	17.3	Middle	High	1.411	false	II	1	3.43	Surgery_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	4.678	true
INTEGRATED_SAMPLE_00478	SSA_West	West	true	false	Female	37	28.6	Middle	Average	0.573	false	II	3	2.15	Chemo_only	Basal_like	Negative	Negative	Positive	High	false	1.225	false
INTEGRATED_SAMPLE_00479	SSA_West	West	true	false	Female	50	31.3	Middle	High	0.106	false	II	2	3.72	Chemo_plus_targeted	Basal_like	Positive	Negative	Negative	Low	false	2.15	true
INTEGRATED_SAMPLE_00480	SSA_West	West	true	false	Female	79	26.1	Middle	Average	-0.876	false	III	2	5.59	Palliative_only	Luminal_B	Positive	Positive	Negative	Low	false	2.293	true
INTEGRATED_SAMPLE_00481	SSA_West	West	true	false	Female	52	36.6	Low	Low	-0.481	true	II	3	2.89	Chemo_plus_targeted	Luminal_B	Positive	Negative	Negative	High	false	2.664	true
INTEGRATED_SAMPLE_00482	SSA_West	West	true	false	Female	66	23.1	Middle	Average	-0.004	false	IV	3	9.17	Chemo_only	Basal_like	Positive	Negative	Negative	Low	false	0.393	true
INTEGRATED_SAMPLE_00483	SSA_West	West	true	false	Female	51	28.6	Low	Low	-1.174	false	II	2	0.2	Chemo_only	Luminal_A	Positive	Positive	Negative	High	false	2.322	true
INTEGRATED_SAMPLE_00484	SSA_West	West	true	false	Female	56	27.3	Middle	Average	0.395	false	II	3	3.29	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	High	false	7.606	false
INTEGRATED_SAMPLE_00485	SSA_West	West	true	false	Female	49	27	High	Low	-0.62	false	IV	3	7.55	Palliative_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.718	true
INTEGRATED_SAMPLE_00486	SSA_West	West	true	false	Female	48	26.9	High	Average	-0.264	false	IV	3	5.62	Chemo_only	Luminal_B	Positive	Negative	Negative	Intermediate	false	0.335	true
INTEGRATED_SAMPLE_00487	SSA_West	West	true	false	Female	41	28	Middle	High	1.745	false	III	3	6.26	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	1.945	true
INTEGRATED_SAMPLE_00488	SSA_West	West	true	false	Female	55	31.7	Middle	Average	-0.334	false	III	2	5.18	Surgery_only	Basal_like	Positive	Negative	Negative	Low	false	2.456	true
INTEGRATED_SAMPLE_00489	SSA_West	West	true	false	Female	41	34.4	Middle	Average	-0.267	false	IV	2	8.86	Endocrine_only	Luminal_A	Positive	Positive	Negative	High	false	0.617	true
INTEGRATED_SAMPLE_00490	SSA_West	West	true	false	Female	57	27.5	Low	High	-0.226	false	IV	3	9.3	Palliative_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.266	true
INTEGRATED_SAMPLE_00491	SSA_West	West	true	false	Female	62	31.6	Middle	Low	-0.453	false	III	2	7.98	Surgery_only	Basal_like	Negative	Negative	Negative	Low	true	2.683	false
INTEGRATED_SAMPLE_00492	SSA_West	West	true	false	Female	54	24	Low	Average	0.509	false	III	2	5.81	Chemo_plus_targeted	Luminal_B	Positive	Positive	Negative	High	false	0.208	true
INTEGRATED_SAMPLE_00493	SSA_West	West	true	false	Female	47	31.3	Low	Average	-0.261	false	I	2	0.2	Surgery_only	HER2_enriched	Positive	Negative	Positive	Low	false	7.605	false
INTEGRATED_SAMPLE_00494	SSA_West	West	true	false	Female	55	23.7	High	Average	0.451	false	III	3	4.95	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	1.144	true
INTEGRATED_SAMPLE_00495	SSA_West	West	true	false	Female	47	33	High	Average	0.974	false	III	3	5.93	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.048	true
INTEGRATED_SAMPLE_00496	SSA_West	West	true	false	Female	60	38.6	Middle	Average	-0.985	false	III	2	7.75	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Intermediate	false	5.044	true
INTEGRATED_SAMPLE_00497	SSA_West	West	true	false	Female	30	26.9	Low	Average	-0.224	false	II	3	4.65	Endocrine_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	2.563	false
INTEGRATED_SAMPLE_00498	SSA_West	West	true	false	Female	46	16.5	Middle	Average	-0.171	false	III	1	9.11	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	High	true	0.329	true
INTEGRATED_SAMPLE_00499	SSA_West	West	true	false	Female	28	24.8	Low	Low	-0.165	false	III	3	4.68	Chemo_plus_targeted	HER2_enriched	Positive	Negative	Positive	High	false	0.547	true
INTEGRATED_SAMPLE_00500	SSA_West	West	true	false	Female	34	33.7	Middle	Average	-0.254	false	II	1	4.86	Surgery_only	HER2_enriched	Negative	Negative	Positive	Intermediate	false	3.527	false

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