{"id":"W4404455557","doi":"10.1111/bjh.19895","title":"Somatic co‐alteration signatures are prognostic in high‐grade <scp><i>TP53</i></scp>‐mutated myeloid neoplasms","year":2024,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hazard ratio; Proportional hazards model; Myeloid; Somatic cell; Internal medicine; Cohort; Medicine; Oncology; Subgroup analysis; Gene signature; Survival analysis; Gastroenterology; Gene; Biology; Genetics; Confidence interval; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00151907,0.0002822495,0.0005493768,0.001098141,0.0002192039,0.0007791058,0.0002568702,0.0003174685,0.001410076],"category_scores_gemma":[0.002688052,0.0002181362,0.0005390875,0.0009974906,0.0002485903,0.000258704,0.0007192567,0.0002321654,0.0002985764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930964,"about_ca_system_score_gemma":0.0002092257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009458961,"about_ca_topic_score_gemma":0.001431122,"domain_scores_codex":[0.9991535,0.0002018982,0.0001164154,0.0002366897,0.0001766018,0.0001148838],"domain_scores_gemma":[0.9983178,0.0004155834,0.0006163501,0.0002664456,0.0001821286,0.0002017196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00069372,0.00001824083,0.9880238,0.00001928226,0.000227512,0.00009331174,0.00006232528,0.0003466208,0.005966062,0.00001416113,0.00006269112,0.004472277],"study_design_scores_gemma":[0.00001207525,0.0002037541,0.9976218,0.000003461583,0.0001404622,0.0004943182,0.00004775588,0.0004227523,0.0008400123,0.00003190135,0.000178078,0.000003632191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991998,0.0001738394,0.0002254987,0.000007178289,0.000001828765,0.000008272772,0.0001533658,0.000006143231,0.000224044],"genre_scores_gemma":[0.999541,0.00003103043,0.000103739,0.000005899105,0.000003737974,0.000003332762,0.0002507679,0.000003101361,0.00005742738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151907,"threshold_uncertainty_score":0.008033693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307335645864382,"score_gpt":0.2883101589598505,"score_spread":0.2752368025012066,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}