{"id":"W3211710841","doi":"10.1182/blood-2021-151586","title":"Real-World Management of Patients with Newly Diagnosed Acute Myeloid Leukemia Treated with Venetoclax-Based Regimens: Results from the AML Real World Evidence (ARC) Initiative","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Ven; Venetoclax; Medicine; Cytarabine; Decitabine; Internal medicine; Azacitidine; Chemotherapy regimen; Oncology; Myeloid leukemia; Leukemia; Chemotherapy; Chronic lymphocytic leukemia; Humanities","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":[0.01342927,0.0001721572,0.0005714766,0.001979348,0.00021227,0.001819921,0.0005965144,0.0004316414,0.001590036],"category_scores_gemma":[0.0386635,0.0001660743,0.001302187,0.004093877,0.0003102601,0.0008201841,0.0009131416,0.0005315629,0.0001930272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894018,"about_ca_system_score_gemma":0.003010824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005946512,"about_ca_topic_score_gemma":0.01185712,"domain_scores_codex":[0.9859043,0.007859013,0.002714179,0.0009186408,0.002288999,0.000314859],"domain_scores_gemma":[0.9474039,0.02050825,0.02511694,0.00143336,0.004634027,0.0009035272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007780673,0.0006775391,0.7035289,0.01680813,0.008035885,0.000161199,0.001282563,0.001404078,0.0003466799,0.00108692,0.01131808,0.2475694],"study_design_scores_gemma":[0.003193805,0.003462242,0.9283512,0.01352915,0.009254804,0.0007537057,0.002616703,0.001054191,0.000753534,0.0003886933,0.03651273,0.0001291966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8227338,0.1216162,0.001501571,0.003621943,0.0001234806,0.001820293,0.03633558,0.00005655109,0.01219075],"genre_scores_gemma":[0.9652069,0.01939309,0.002585337,0.0009004642,0.0001107031,0.0004853757,0.01102228,0.00001383872,0.0002820348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342927,"threshold_uncertainty_score":0.07102162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924334457095231,"score_gpt":0.2841597342596075,"score_spread":0.2549163896886552,"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."}}