{"id":"W3212486006","doi":"10.1182/blood-2021-151597","title":"Prediction of Early Mortality with Non-Intensive Acute Myeloid Leukemia (AML) Therapies: Analysis of 1336 Patients from MRC/NCRI and SWOG","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Oncology; Internal medicine; Midostaurin; Myeloid leukemia; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002028173,0.0005222091,0.0007050107,0.0006474017,0.0003259295,0.0005892506,0.0008273176,0.0004909376,0.001636648],"category_scores_gemma":[0.003629616,0.0002658911,0.0008202743,0.000985357,0.0002073205,0.0003001547,0.0007417426,0.0009289379,0.0005541748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008914202,"about_ca_system_score_gemma":0.0007065652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008061118,"about_ca_topic_score_gemma":0.007427888,"domain_scores_codex":[0.9989555,0.0003613442,0.0001138098,0.0002689856,0.0001863356,0.0001139665],"domain_scores_gemma":[0.9965363,0.0009445714,0.001405145,0.000444544,0.0002062603,0.0004633019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001471029,0.0001250229,0.9938724,0.00001625481,0.0001678722,0.00006617852,0.00005596415,0.0009327501,0.0002658193,0.00002186135,0.0006139862,0.002390984],"study_design_scores_gemma":[0.000220047,0.0005275013,0.9911084,0.000009096408,0.00009545021,0.0001908845,0.00009695758,0.006800153,0.0001869614,0.00004904185,0.0007036268,0.00001183574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973031,0.00005179667,0.0001378904,0.00003872781,0.000002590117,0.00002238762,0.002258855,0.000006495911,0.0001780882],"genre_scores_gemma":[0.9881129,0.00004399467,0.0003073862,0.0000378785,0.0000124805,0.0000597483,0.01121215,0.000005243412,0.0002083051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008061118,"threshold_uncertainty_score":0.0160284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759130716279307,"score_gpt":0.2624464126368309,"score_spread":0.2448551054740379,"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."}}