{"id":"W2154870752","doi":"10.1001/jama.289.6.712","title":"Effects of Initiating Carvedilol in Patients With Severe Chronic Heart Failure","year":2003,"lang":"en","type":"article","venue":"JAMA","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":307,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University Health Network","funders":"Curtin University of Technology; GlaxoSmithKline","keywords":"Medicine; Carvedilol; Heart failure; Internal medicine; Cardiology; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00008380209,0.0001034014,0.0002227426,0.00008441979,0.00001861452,0.000006483671,0.00002193001,0.00005230699,0.00006315868],"category_scores_gemma":[0.0000858831,0.00007604452,0.0000335624,0.0001704353,0.00001769204,0.00008159295,0.00001247222,0.0001042905,0.00002159205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080692,"about_ca_system_score_gemma":0.00006862229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000371804,"about_ca_topic_score_gemma":0.00006510919,"domain_scores_codex":[0.9992874,0.00004759122,0.0001414066,0.0001413969,0.0001934563,0.0001887091],"domain_scores_gemma":[0.9996586,0.00005485199,0.00003889178,0.0001400847,0.00005050832,0.00005710095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104265,0.0004741958,0.9881815,0.0006685792,0.0000920688,0.00004138804,0.0002685731,0.000008892686,0.0002300858,0.0002706517,0.005608724,0.004044937],"study_design_scores_gemma":[0.01722522,0.001611349,0.9431791,0.0006527998,0.000105431,0.000004736227,0.00007808955,0.000009306709,0.005321694,0.00001582825,0.03165822,0.0001382397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959595,0.00007695399,0.00001482572,0.0008948162,0.00003607049,0.0008106125,0.000001163438,0.00002216959,0.002183864],"genre_scores_gemma":[0.9970991,0.000002273978,0.002396107,0.0002302777,0.0000349032,0.00003242589,0.00001297386,0.00001390002,0.0001780178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04500239,"threshold_uncertainty_score":0.3101006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005035464301964806,"score_gpt":0.2182248947689537,"score_spread":0.2131894304669889,"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."}}