{"id":"W2944174440","doi":"10.1016/j.jchf.2019.02.015","title":"Outcomes and Effect of Treatment According to Etiology in HFrEF","year":2019,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Etiology; Medicine; Internal medicine; Heart failure; Hazard ratio; Cardiology; Valsartan; Ejection fraction; Prospective cohort study; Diabetes mellitus; Confidence interval; Endocrinology; Blood pressure","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":[0.002610317,0.0003905566,0.001215387,0.0004933059,0.0003695662,0.000616395,0.0003768967,0.000790309,0.001690597],"category_scores_gemma":[0.003895381,0.0001692009,0.001630654,0.0003541121,0.0003604548,0.000615588,0.0006682647,0.0008459932,0.0001636537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003373057,"about_ca_system_score_gemma":0.0005478431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004288968,"about_ca_topic_score_gemma":0.001187876,"domain_scores_codex":[0.9970204,0.001676244,0.0002968643,0.0003408307,0.0002677029,0.000397973],"domain_scores_gemma":[0.9975117,0.0007503044,0.000973623,0.0001815387,0.0001686604,0.0004141307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2227841,0.005651394,0.6711501,0.0006422313,0.007234718,0.0001241051,0.0001612199,0.001342922,0.002367899,0.0002861444,0.001181665,0.08707356],"study_design_scores_gemma":[0.02309562,0.03831035,0.9305862,0.000196197,0.002539279,0.0002355329,0.0002213336,0.001396605,0.0009255548,0.0009042803,0.001541307,0.00004770296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945539,0.003290025,0.0002430779,0.0002886853,0.0000960921,0.000149951,0.0004427054,0.000006510476,0.0009291121],"genre_scores_gemma":[0.9978137,0.0004745838,0.0002676815,0.0003225039,0.0001594023,0.0001486531,0.0005461999,0.000003065806,0.0002641766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002610317,"threshold_uncertainty_score":0.01380479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009393571422756515,"score_gpt":0.2932056982059208,"score_spread":0.2838121267831643,"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."}}