{"id":"W4384038204","doi":"10.1016/j.leukres.2023.107354","title":"Changing frontline AML treatment patterns from 2013 to 2022","year":2023,"lang":"en","type":"article","venue":"Leukemia Research","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Myeloid leukemia; Internal medicine; Pediatrics","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":[0.001789681,0.0001609669,0.0003842862,0.001652138,0.000660237,0.002207011,0.0007704881,0.0007829343,0.0130034],"category_scores_gemma":[0.01046252,0.0002047838,0.0007880548,0.003026432,0.0003093489,0.00131479,0.001026718,0.001835792,0.002186266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007788602,"about_ca_system_score_gemma":0.01064666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0852732,"about_ca_topic_score_gemma":0.1688232,"domain_scores_codex":[0.997122,0.0003976705,0.0004113145,0.0003594859,0.0006862087,0.001023334],"domain_scores_gemma":[0.9917603,0.0007731423,0.002780515,0.0001603979,0.002483847,0.002041893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001875446,0.0002543327,0.3919741,0.0006666402,0.0002574418,0.0003075891,0.0008470605,0.001817792,0.001752899,0.01013186,0.3021389,0.2879759],"study_design_scores_gemma":[0.000108294,0.0001655181,0.6610746,0.000701214,0.0001463084,0.0008929613,0.002637504,0.001451658,0.001737049,0.001559003,0.3294757,0.00005023226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5514985,0.02245055,0.005903112,0.2116287,0.004860667,0.0002916412,0.1014065,0.001141321,0.100819],"genre_scores_gemma":[0.8878502,0.008282715,0.003365717,0.03902997,0.00148974,0.0002977122,0.03525521,0.0004408983,0.02398787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0852732,"threshold_uncertainty_score":0.1695537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08757382435923698,"score_gpt":0.3971753499969177,"score_spread":0.3096015256376807,"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."}}