{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001196262,0.000460112,0.0005979561,0.000174345,0.001123299,0.0001063859,0.0009123571,0.0001869567,0.002450594],"category_scores_gemma":[0.001042979,0.0003671019,0.0002446585,0.001576544,0.000391405,0.0004494361,0.0003227075,0.002062642,0.00007396494],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004091649,"about_ca_system_score_gemma":0.002620273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472723,"about_ca_topic_score_gemma":0.007134111,"domain_scores_codex":[0.9943129,0.001108693,0.0008016312,0.0009866769,0.002042375,0.000747737],"domain_scores_gemma":[0.9932807,0.00433719,0.0004053469,0.001231218,0.0004525172,0.0002930347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02470785,0.001683495,0.7708138,0.00021812,0.001640142,0.001384435,0.06504209,0.005537231,0.006968293,0.0004180525,0.08937382,0.03221264],"study_design_scores_gemma":[0.0247267,0.00210748,0.9403274,0.001740781,0.0003915313,0.00001063119,0.006306527,0.01019102,0.003795633,0.0004871638,0.009040423,0.0008746899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855316,0.0003429496,0.0002770608,0.005070167,0.0003028142,0.002546057,0.0006082302,0.0002259335,0.005095238],"genre_scores_gemma":[0.9922358,0.0004538054,0.0008782519,0.002652334,0.0001984933,0.0007618442,0.0004708002,0.0001271786,0.002221445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695136,"threshold_uncertainty_score":0.9998781,"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."}}