{"id":"W4283314633","doi":"10.1097/01.hs9.0000844964.23639.25","title":"P519: TRANSFUSION INDEPENDENCE AMONG NEWLY DIAGNOSED ACUTE MYELOID LEUKEMIA PATIENTS RECEIVING VENETOCLAX-BASED COMBINATIONS VS OTHER THERAPIES: RESULTS FROM THE AML REAL WORLD EVIDENCE (ARC) INITIATIVE","year":2022,"lang":"en","type":"article","venue":"HemaSphere","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Venetoclax; Internal medicine; Ven; Cytarabine; Decitabine; Cohort; Oncology; Myeloid leukemia; Leukemia; Chronic lymphocytic leukemia","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":[0.005704438,0.0001685508,0.0005851321,0.001332289,0.0002314912,0.001154992,0.0006006872,0.0004393813,0.002170052],"category_scores_gemma":[0.01719947,0.0001543875,0.001757138,0.002582568,0.0002608608,0.0006752699,0.0007826709,0.0006443396,0.0002214369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009466711,"about_ca_system_score_gemma":0.001132585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189342,"about_ca_topic_score_gemma":0.006117056,"domain_scores_codex":[0.9959024,0.00160709,0.0008156804,0.0005493889,0.0009461945,0.000179186],"domain_scores_gemma":[0.9747014,0.0097662,0.01267843,0.0005216257,0.001604511,0.0007277664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01310082,0.0003417222,0.9154698,0.003210916,0.004303733,0.00008664302,0.0002427712,0.0002648524,0.0002831578,0.0002317323,0.003030638,0.05943312],"study_design_scores_gemma":[0.001658579,0.002739358,0.9807979,0.00139618,0.006142644,0.0004623788,0.0003965318,0.0004254399,0.0003174314,0.0001123715,0.00551495,0.00003619699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326174,0.04816169,0.0003575431,0.001085995,0.00005803495,0.000346966,0.01271408,0.00001763104,0.004640758],"genre_scores_gemma":[0.9868339,0.006978682,0.0004865346,0.0004111956,0.000082706,0.0001190283,0.004852749,0.000007812988,0.0002273752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005704438,"threshold_uncertainty_score":0.03016829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312147384718491,"score_gpt":0.2934403156632037,"score_spread":0.2603188418160188,"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."}}