{"id":"W2523708385","doi":"10.1016/j.clml.2016.08.006","title":"An Evaluation of Treatment Patterns and Outcomes in Elderly Patients Newly Diagnosed With Acute Myeloid Leukemia: A Retrospective Analysis of Electronic Medical Records From US Community Oncology Practices","year":2016,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"National Comprehensive Cancer Network; Takeda Oncology; Takeda Pharmaceutical Company","keywords":"Medicine; Internal medicine; Retrospective cohort study; Myeloid leukemia; Medical record; Cancer; Cohort; 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":[0.001234893,0.0002587916,0.0005357121,0.002596323,0.0006883122,0.001087896,0.0004920156,0.0005044434,0.0009737422],"category_scores_gemma":[0.005179929,0.0003338671,0.0006573717,0.005061026,0.0003683585,0.001297911,0.001060223,0.0004087234,0.0001652135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008198133,"about_ca_system_score_gemma":0.000913659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447098,"about_ca_topic_score_gemma":0.02067,"domain_scores_codex":[0.9982107,0.0004146865,0.0004837448,0.0003602203,0.0003113626,0.0002192781],"domain_scores_gemma":[0.9940253,0.001062064,0.003613084,0.0002785957,0.0005919132,0.0004289441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003290494,0.00001034363,0.9994913,0.000006362098,0.00003531013,0.00002073914,0.00005289045,0.000008651686,0.00002857798,0.00000492961,0.00002982645,0.0002782134],"study_design_scores_gemma":[0.000005338022,0.00004979227,0.9988108,0.000009432908,0.00003413463,0.0001689891,0.0006392555,0.0001059681,0.0000344274,0.00000850098,0.0001302078,0.00000302939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984491,0.0003076988,0.00005109216,0.00003172336,0.000002748277,0.00001119547,0.0009458273,0.000002146947,0.0001983807],"genre_scores_gemma":[0.9984961,0.0001649992,0.00009442359,0.00003722999,0.000006592442,0.00001459409,0.001129804,0.0000019124,0.00005434343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01447098,"threshold_uncertainty_score":0.02877355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286069260701756,"score_gpt":0.3989409932947389,"score_spread":0.3560803006877213,"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."}}