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_00301	SSA_West	West	true	false	Female	69	25	Middle	Average	-0.11	false	III	2	3.49	Palliative_only	Luminal_B	Positive	Positive	Positive	High	false	2.582	true
INTEGRATED_SAMPLE_00302	SSA_West	West	true	false	Female	33	23	Middle	Average	-0.763	false	III	3	6.28	Chemo_only	Luminal_A	Positive	Positive	Negative	Low	false	4.554	true
INTEGRATED_SAMPLE_00303	SSA_West	West	true	false	Female	60	14	Middle	Low	-0.889	false	II	3	2.33	Chemo_only	Basal_like	Negative	Negative	Positive	Intermediate	false	3.103	false
INTEGRATED_SAMPLE_00304	SSA_West	West	true	false	Female	46	25.3	Low	High	0.801	false	II	2	6.13	Chemo_only	Luminal_A	Positive	Negative	Negative	Low	false	2.721	true
INTEGRATED_SAMPLE_00305	SSA_West	West	true	false	Female	49	29.3	Middle	Average	-0.261	false	III	2	7.22	Palliative_only	Luminal_A	Positive	Positive	Negative	High	false	0.758	true
INTEGRATED_SAMPLE_00306	SSA_West	West	true	false	Female	38	25	Middle	Average	-0.422	false	III	3	2.9	Endocrine_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	1.748	true
INTEGRATED_SAMPLE_00307	SSA_West	West	true	false	Female	46	37.2	Low	Average	-0.636	false	II	2	2.44	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	4.39	true
INTEGRATED_SAMPLE_00308	SSA_West	West	true	false	Female	64	27.6	Low	Low	0.214	false	III	3	7.23	Palliative_only	Luminal_B	Positive	Negative	Negative	Low	false	1.25	false
INTEGRATED_SAMPLE_00309	SSA_West	West	true	false	Female	56	34	Low	High	0.14	false	II	3	3.93	Chemo_only	Luminal_A	Positive	Positive	Negative	Low	false	4.892	true
INTEGRATED_SAMPLE_00310	SSA_West	West	true	false	Female	69	28.8	Middle	Average	0.408	false	III	2	7.39	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.047	true
INTEGRATED_SAMPLE_00311	SSA_West	West	true	false	Female	63	31.6	Low	Low	-1.421	false	II	3	2.07	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	1.695	true
INTEGRATED_SAMPLE_00312	SSA_West	West	true	false	Female	55	28.9	Middle	Average	-0.015	false	III	3	7.63	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	1.566	true
INTEGRATED_SAMPLE_00313	SSA_West	West	true	false	Female	69	34.3	High	High	-0.164	false	III	3	6.98	Chemo_only	Luminal_A	Positive	Negative	Negative	Low	false	0.95	true
INTEGRATED_SAMPLE_00314	SSA_West	West	true	false	Female	55	27.8	Low	Low	-0.547	false	IV	3	8.1	Palliative_only	Luminal_A	Positive	Positive	Positive	Low	false	0.096	true
INTEGRATED_SAMPLE_00315	SSA_West	West	true	false	Female	59	30	Middle	Average	-0.014	false	III	3	4.52	Chemo_only	Luminal_A	Positive	Positive	Negative	Low	false	2.127	true
INTEGRATED_SAMPLE_00316	SSA_West	West	true	false	Female	47	29.3	Low	Low	-0.637	false	I	2	3.54	Endocrine_only	Basal_like	Negative	Negative	Negative	High	true	1.948	false
INTEGRATED_SAMPLE_00317	SSA_West	West	true	false	Female	51	26.1	Low	Low	-0.546	false	I	2	4.84	Surgery_only	Basal_like	Negative	Negative	Negative	Low	true	4.083	true
INTEGRATED_SAMPLE_00318	SSA_West	West	true	false	Female	42	29.5	Middle	High	1.974	false	II	3	5.52	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	2.761	true
INTEGRATED_SAMPLE_00319	SSA_West	West	true	false	Female	61	38.7	Low	Average	1.031	false	III	3	5.39	Chemo_plus_targeted	Basal_like	Negative	Negative	Positive	Intermediate	false	0.354	true
INTEGRATED_SAMPLE_00320	SSA_West	West	true	false	Female	37	26.1	High	Low	-0.168	false	IV	2	7.85	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	0.026	true
INTEGRATED_SAMPLE_00321	SSA_West	West	true	false	Female	59	29.6	Middle	Average	-0.438	false	III	3	9.81	Chemo_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	4.141	true
INTEGRATED_SAMPLE_00322	SSA_West	West	true	false	Female	48	33.8	Low	Average	-0.381	false	III	2	4.74	Chemo_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	1.983	true
INTEGRATED_SAMPLE_00323	SSA_West	West	true	false	Female	63	33.2	Low	Average	-0.151	false	III	3	8.78	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	1.133	true
INTEGRATED_SAMPLE_00324	SSA_West	West	true	false	Female	58	27.6	Low	Low	-0.421	false	III	2	4.96	Chemo_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.42	true
INTEGRATED_SAMPLE_00325	SSA_West	West	true	false	Female	70	15.6	High	Low	-1.651	false	III	2	4.53	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	5.086	false
INTEGRATED_SAMPLE_00326	SSA_West	West	true	false	Female	58	30.1	Middle	Average	0.614	false	III	3	6.44	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	1.68	true
INTEGRATED_SAMPLE_00327	SSA_West	West	true	false	Female	33	16.4	Low	Low	-0.869	false	III	2	7.8	Surgery_only	Luminal_B	Positive	Positive	Negative	Low	false	0.506	true
INTEGRATED_SAMPLE_00328	SSA_West	West	true	false	Female	49	34.8	Middle	Low	-1.049	false	III	2	2.9	Palliative_only	Luminal_B	Positive	Positive	Negative	High	false	2.979	true
INTEGRATED_SAMPLE_00329	SSA_West	West	true	false	Female	37	28.3	Middle	Low	-0.899	false	II	2	3.37	Endocrine_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	9.631	false
INTEGRATED_SAMPLE_00330	SSA_West	West	true	false	Female	44	32.5	Middle	Average	0.028	false	IV	2	7.49	Palliative_only	Luminal_A	Positive	Positive	Positive	High	false	1.491	true
INTEGRATED_SAMPLE_00331	SSA_West	West	true	false	Female	67	23	Low	High	0.397	false	II	2	5.22	Chemo_plus_targeted	Luminal_B	Positive	Negative	Negative	Intermediate	false	7.729	false
INTEGRATED_SAMPLE_00332	SSA_West	West	true	false	Female	57	19.7	Low	Average	-0.326	false	II	3	3.82	Surgery_only	Luminal_A	Positive	Positive	Negative	High	false	5.19	true
INTEGRATED_SAMPLE_00333	SSA_West	West	true	false	Female	42	28.8	Low	Low	-1.189	false	I	1	3.51	Chemo_only	HER2_enriched	Negative	Negative	Positive	Low	false	6.971	true
INTEGRATED_SAMPLE_00334	SSA_West	West	true	false	Female	39	27.3	Low	High	0.02	false	III	3	3.52	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	High	true	0.166	true
INTEGRATED_SAMPLE_00335	SSA_West	West	true	false	Female	50	25	Middle	Average	-0.414	true	II	3	2.98	Surgery_only	Basal_like	Negative	Negative	Negative	High	true	1.44	true
INTEGRATED_SAMPLE_00336	SSA_West	West	true	false	Female	37	27.9	Low	High	1.399	false	III	3	6.91	Surgery_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	2.437	true
INTEGRATED_SAMPLE_00337	SSA_West	West	true	false	Female	43	41.3	Low	Low	0.491	false	IV	3	7.41	Endocrine_only	HER2_enriched	Positive	Positive	Negative	Intermediate	false	0.195	true
INTEGRATED_SAMPLE_00338	SSA_West	West	true	false	Female	53	31.7	Low	Average	0.118	false	I	1	2.09	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.595	false
INTEGRATED_SAMPLE_00339	SSA_West	West	true	false	Female	63	32.7	Low	Average	-0.36	true	III	2	6.74	Chemo_only	Luminal_B	Positive	Positive	Negative	High	false	1.332	true
INTEGRATED_SAMPLE_00340	SSA_West	West	true	false	Female	57	31.7	High	Average	0.435	false	III	3	5.56	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	0.901	true
INTEGRATED_SAMPLE_00341	SSA_West	West	true	false	Female	25	34.9	Middle	Average	-0.607	false	III	3	1.8	Chemo_only	Luminal_A	Positive	Positive	Negative	Low	false	1.994	false
INTEGRATED_SAMPLE_00342	SSA_West	West	true	false	Female	53	26.5	Low	Average	0.355	false	II	3	3.52	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Low	false	0.944	false
INTEGRATED_SAMPLE_00343	SSA_West	West	true	false	Female	51	17.2	Middle	High	0.239	false	II	2	6.04	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	2.604	false
INTEGRATED_SAMPLE_00344	SSA_West	West	true	false	Female	55	26.6	Low	Average	0.328	false	IV	3	9.23	Chemo_only	Luminal_A	Negative	Positive	Negative	Intermediate	false	1.207	true
INTEGRATED_SAMPLE_00345	SSA_West	West	true	false	Female	68	31.6	High	High	0.603	false	III	2	5.67	Chemo_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	5.431	true
INTEGRATED_SAMPLE_00346	SSA_West	West	true	false	Female	27	22.7	Middle	Average	0.373	false	II	2	3.64	Chemo_only	Basal_like	Positive	Negative	Negative	Low	false	0.334	true
INTEGRATED_SAMPLE_00347	SSA_West	West	true	false	Female	43	26.6	Middle	Low	-1.236	true	III	3	6.85	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	0.282	true
INTEGRATED_SAMPLE_00348	SSA_West	West	true	false	Female	56	24	High	Average	-0.066	false	IV	3	5.73	Endocrine_only	Luminal_A	Positive	Positive	Negative	High	false	0.231	true
INTEGRATED_SAMPLE_00349	SSA_West	West	true	false	Female	33	35	Middle	Average	-0.491	false	III	3	8.32	Chemo_plus_targeted	Luminal_A	Positive	Positive	Positive	Low	false	3.873	true
INTEGRATED_SAMPLE_00350	SSA_West	West	true	false	Female	66	31.2	Middle	Average	-0.658	false	II	3	4.41	Surgery_only	HER2_enriched	Positive	Negative	Negative	High	false	2.494	true
INTEGRATED_SAMPLE_00351	SSA_West	West	true	false	Female	54	30.8	Low	High	0.662	false	II	1	4.51	Chemo_only	Luminal_A	Positive	Positive	Negative	High	false	1.506	false
INTEGRATED_SAMPLE_00352	SSA_West	West	true	false	Female	59	30.6	Low	Low	-0.492	false	III	3	3.27	Chemo_only	Luminal_B	Positive	Positive	Positive	Intermediate	false	1.604	false
INTEGRATED_SAMPLE_00353	SSA_West	West	true	false	Female	44	27.3	Middle	Low	-0.482	false	III	2	3.94	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	3.693	true
INTEGRATED_SAMPLE_00354	SSA_West	West	true	false	Female	59	28.5	Middle	Average	-1.091	false	III	2	8.52	Palliative_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	0.957	true
INTEGRATED_SAMPLE_00355	SSA_West	West	true	false	Female	62	21.6	Middle	Low	-0.88	false	III	3	6.7	Chemo_only	Basal_like	Negative	Negative	Positive	Intermediate	false	1.437	true
INTEGRATED_SAMPLE_00356	SSA_West	West	true	false	Female	53	16.6	Middle	Low	-0.414	false	III	3	9.22	Surgery_only	HER2_enriched	Negative	Positive	Positive	Low	false	1.899	false
INTEGRATED_SAMPLE_00357	SSA_West	West	true	false	Female	53	28.3	Low	Low	-0.811	false	I	1	3.45	Endocrine_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	1.908	false
INTEGRATED_SAMPLE_00358	SSA_West	West	true	false	Female	53	29.1	Low	Average	-0.473	false	II	2	6.83	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	1.405	false
INTEGRATED_SAMPLE_00359	SSA_West	West	true	false	Female	41	33.5	Middle	Average	-0.471	false	III	2	5.98	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Intermediate	false	1.972	true
INTEGRATED_SAMPLE_00360	SSA_West	West	true	false	Female	48	35.4	Low	Low	-1.437	false	II	2	2.27	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	0.196	true
INTEGRATED_SAMPLE_00361	SSA_West	West	true	false	Female	48	35.3	Middle	Average	0.419	false	II	3	6.84	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	0.74	true
INTEGRATED_SAMPLE_00362	SSA_West	West	true	false	Female	54	22.5	Middle	Low	-1.078	false	II	2	3.65	Surgery_only	Basal_like	Negative	Negative	Negative	Low	true	0.713	false
INTEGRATED_SAMPLE_00363	SSA_West	West	true	false	Female	61	25.7	Middle	Low	-1.138	false	III	3	6.41	Endocrine_only	Luminal_B	Positive	Positive	Positive	High	false	1.331	true
INTEGRATED_SAMPLE_00364	SSA_West	West	true	false	Female	38	29.9	Middle	Average	-0.535	false	II	2	3.05	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	0.9	false
INTEGRATED_SAMPLE_00365	SSA_West	West	true	false	Female	49	40.2	Middle	Average	0.11	false	III	3	8.11	Chemo_plus_targeted	Luminal_B	Positive	Positive	Positive	Intermediate	false	1.339	true
INTEGRATED_SAMPLE_00366	SSA_West	West	true	false	Female	66	34.9	Middle	Low	-0.285	false	II	3	5.49	Chemo_only	Basal_like	Negative	Negative	Positive	High	false	1.208	true
INTEGRATED_SAMPLE_00367	SSA_West	West	true	false	Female	42	33.1	Low	Average	-0.33	false	I	2	3.35	Surgery_only	Basal_like	Negative	Negative	Negative	High	true	2.543	false
INTEGRATED_SAMPLE_00368	SSA_West	West	true	false	Female	41	25.6	Middle	Low	-0.594	false	II	1	1.67	Chemo_only	Luminal_A	Positive	Positive	Negative	High	false	8.073	false
INTEGRATED_SAMPLE_00369	SSA_West	West	true	false	Female	52	23.1	Middle	Average	-0.632	false	II	2	6.86	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	3.39	false
INTEGRATED_SAMPLE_00370	SSA_West	West	true	false	Female	59	31.4	Low	Average	-0.755	false	III	3	4.58	Chemo_only	Luminal_A	Positive	Negative	Negative	Intermediate	false	1.175	true
INTEGRATED_SAMPLE_00371	SSA_West	West	true	false	Female	50	22	Middle	Low	-0.848	false	II	2	4.31	Endocrine_only	Luminal_B	Positive	Positive	Negative	Low	false	1.734	true
INTEGRATED_SAMPLE_00372	SSA_West	West	true	false	Female	65	26.3	High	Low	0.04	false	I	3	0.81	Surgery_only	HER2_enriched	Positive	Negative	Positive	Intermediate	false	2.36	true
INTEGRATED_SAMPLE_00373	SSA_West	West	true	false	Female	59	26.9	Low	Average	-0.497	false	III	2	5.4	Chemo_only	Basal_like	Negative	Negative	Negative	Intermediate	true	4.262	true
INTEGRATED_SAMPLE_00374	SSA_West	West	true	false	Female	59	35.5	Middle	Low	-0.855	false	III	3	5.91	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	6.484	false
INTEGRATED_SAMPLE_00375	SSA_West	West	true	false	Male	56	25.7	High	Average	-0.293	false	IV	3	9.07	Chemo_plus_targeted	Basal_like	Negative	Negative	Positive	Low	false	0.27	true
INTEGRATED_SAMPLE_00376	SSA_West	West	true	false	Female	76	15.3	High	Average	0.161	false	II	3	6.69	Chemo_only	Luminal_B	Positive	Positive	Negative	Intermediate	false	2.823	true
INTEGRATED_SAMPLE_00377	SSA_West	West	true	false	Female	48	30	Low	Average	-0.449	false	II	2	3.66	Palliative_only	Basal_like	Positive	Negative	Negative	Intermediate	false	0.542	true
INTEGRATED_SAMPLE_00378	SSA_West	West	true	false	Female	28	24	Middle	Average	-0.346	false	III	2	6.23	Surgery_only	Luminal_B	Positive	Positive	Negative	High	false	6.14	false
INTEGRATED_SAMPLE_00379	SSA_West	West	true	false	Female	68	27.7	High	Low	-0.348	false	III	3	7.7	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	0.189	true
INTEGRATED_SAMPLE_00380	SSA_West	West	true	false	Female	45	27.1	Middle	High	1.016	false	IV	2	6.87	Chemo_only	Basal_like	Negative	Positive	Negative	Low	false	0.729	true
INTEGRATED_SAMPLE_00381	SSA_West	West	true	false	Female	51	26.1	Low	Average	-0.282	false	III	3	3.75	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	High	true	1.282	true
INTEGRATED_SAMPLE_00382	SSA_West	West	true	false	Female	64	31.5	Low	Average	-1.419	false	II	2	3.07	Chemo_plus_targeted	Luminal_B	Positive	Negative	Negative	High	false	1.994	false
INTEGRATED_SAMPLE_00383	SSA_West	West	true	false	Female	32	19.8	Middle	Low	-1.41	false	II	3	1.06	Chemo_only	Basal_like	Negative	Negative	Negative	Low	true	3.584	false
INTEGRATED_SAMPLE_00384	SSA_West	West	true	false	Female	36	24.9	Low	Average	-0.581	false	II	2	5.62	Palliative_only	Basal_like	Negative	Negative	Negative	High	true	0.388	true
INTEGRATED_SAMPLE_00385	SSA_West	West	true	false	Female	32	30.9	Low	Average	0.089	false	III	3	2.56	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	0.289	true
INTEGRATED_SAMPLE_00386	SSA_West	West	true	false	Female	41	24.4	Low	Average	0.146	false	II	3	4.09	Surgery_only	Basal_like	Negative	Negative	Negative	Intermediate	true	4.28	false
INTEGRATED_SAMPLE_00387	SSA_West	West	true	false	Female	55	19.5	Middle	Average	0.741	false	IV	3	8.49	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Intermediate	true	0.422	true
INTEGRATED_SAMPLE_00388	SSA_West	West	true	false	Female	56	30.8	Middle	Average	-0.237	false	III	3	5.1	Palliative_only	Luminal_B	Positive	Positive	Negative	High	false	0.683	true
INTEGRATED_SAMPLE_00389	SSA_West	West	true	false	Female	53	33.1	High	Average	-0.012	false	IV	2	7.52	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	Low	true	1.778	true
INTEGRATED_SAMPLE_00390	SSA_West	West	true	false	Female	34	27.3	Middle	Low	-0.994	false	IV	2	9.5	Palliative_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.68	true
INTEGRATED_SAMPLE_00391	SSA_West	West	true	false	Female	25	17.7	High	High	0.609	false	I	2	5.34	Surgery_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	6.933	false
INTEGRATED_SAMPLE_00392	SSA_West	West	true	false	Female	51	31	High	Low	-0.513	false	IV	3	6.22	Chemo_plus_targeted	Basal_like	Negative	Negative	Negative	High	true	1.214	true
INTEGRATED_SAMPLE_00393	SSA_West	West	true	false	Female	45	19.2	Low	Average	0.587	false	II	3	3.89	Chemo_only	Luminal_B	Positive	Positive	Negative	High	false	2.768	false
INTEGRATED_SAMPLE_00394	SSA_West	West	true	false	Female	55	29	Middle	Average	-0.827	false	IV	3	11.29	Chemo_only	HER2_enriched	Negative	Negative	Positive	High	false	0.534	true
INTEGRATED_SAMPLE_00395	SSA_West	West	true	false	Female	58	23.1	Low	Average	0.408	false	IV	3	9.77	Chemo_plus_targeted	Luminal_B	Positive	Positive	Negative	Low	false	0.622	true
INTEGRATED_SAMPLE_00396	SSA_West	West	true	false	Female	52	21.7	High	Average	0.751	false	III	3	4.37	Chemo_plus_targeted	HER2_enriched	Negative	Negative	Positive	Low	false	0.85	true
INTEGRATED_SAMPLE_00397	SSA_West	West	true	false	Female	58	25.3	Low	Average	-0.552	false	II	3	4.52	Surgery_only	Luminal_A	Positive	Positive	Negative	Intermediate	false	0.795	false
INTEGRATED_SAMPLE_00398	SSA_West	West	true	false	Female	53	26.6	Middle	Average	0.366	false	IV	3	10.2	Chemo_only	Basal_like	Negative	Negative	Negative	High	true	0.35	true
INTEGRATED_SAMPLE_00399	SSA_West	West	true	false	Male	56	24.3	Middle	High	0.325	false	II	2	2.75	Chemo_plus_targeted	Luminal_A	Positive	Positive	Negative	Low	false	6.588	false
INTEGRATED_SAMPLE_00400	SSA_West	West	true	false	Female	42	30.4	Low	High	0.102	false	IV	2	8.81	Palliative_only	Basal_like	Negative	Negative	Negative	Intermediate	true	0.192	true

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