{"id":"W4405041605","doi":"10.1182/blood-2024-209687","title":"Survival Outcomes for Patients with Acute Myeloid Leukemia with Myelodysplasia Related Changes (AML-MRC) in a Real-World, Retrospective Cohort Receiving Intensive Chemotherapy","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Canada's Michael Smith Genome Sciences Centre; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Myeloid leukemia; Retrospective cohort study; Internal medicine; Chemotherapy regimen; Chemotherapy; Cohort; Oncology; Overall survival; Leukemia; Hematologic Neoplasms; Cancer","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":[0.0005949757,0.00017372,0.0003067986,0.0008474491,0.0003007158,0.0006501962,0.000350653,0.0002941607,0.0009635042],"category_scores_gemma":[0.001492449,0.0001820499,0.0003961537,0.0009475568,0.0003264305,0.0005689036,0.0006971323,0.0004469606,0.0002089542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004748803,"about_ca_system_score_gemma":0.0004133681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406428,"about_ca_topic_score_gemma":0.00353359,"domain_scores_codex":[0.9994763,0.00006928876,0.00008880805,0.000205106,0.00008160824,0.00007903687],"domain_scores_gemma":[0.9985639,0.0001284514,0.0008361661,0.000100696,0.0001266889,0.0002441318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000135664,0.00001361904,0.9986675,0.00001262466,0.00004292254,0.00006593974,0.00004323048,0.00005335747,0.0001333279,0.00002096949,0.0001229763,0.0006878903],"study_design_scores_gemma":[0.00001749511,0.0001628837,0.9976903,0.00001731556,0.00005488947,0.0008328445,0.0002246013,0.0002334043,0.00009895144,0.00003032947,0.0006301135,0.000006934045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981029,0.0003120141,0.00006069911,0.00003515615,0.000005066081,0.00001713173,0.001198461,0.000003042937,0.0002654043],"genre_scores_gemma":[0.9974781,0.0001904057,0.00007792703,0.00003558116,0.00001369308,0.00001941641,0.002124063,0.000001915651,0.00005895827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002406428,"threshold_uncertainty_score":0.004784822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117809210725708,"score_gpt":0.2789832337837818,"score_spread":0.2678051416765247,"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."}}