{"id":"W3010145033","doi":"10.1093/eurheartj/ehaa071","title":"The association of long-term outcome and biological sex in patients with acute heart failure from different geographic regions","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Janssen Research and Development; Relypsa; Biomedical Research Council; National Medical Research Council; Medical Research Council; Pfizer Japan; Vifor Pharma; Sphingotec GmbH; Chugai Pharmaceutical; Mitsubishi Tanabe Pharma Corporation; Otsuka Pharmaceutical; Astellas Pharma; Ono Pharmaceutical; Lietuvos Mokslo Taryba; Daiichi Sankyo Europe; Abbott Diagnostics; Servier; Sanofi; Kyowa Hakko Kirin; Nabriva Therapeutics; Amgen; Singulex; Boston Scientific Corporation; Agency for Science, Technology and Research; Bristol-Myers Squibb; AstraZeneca; Pfizer; ResMed; Japan Society for the Promotion of Science; GlaxoSmithKline","keywords":"Medicine; Proportional hazards model; Heart failure; Hazard ratio; Ejection fraction; Internal medicine; Demography; Cardiology; Confidence interval","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":[0.0002601939,0.0001294979,0.0002848345,0.00005683178,0.0001259691,0.00004732969,0.0000576929,0.00003137377,0.00002889027],"category_scores_gemma":[0.00006144903,0.00006653312,0.00008587234,0.00009806083,0.00004602449,0.00005197293,0.00006088963,0.0003258283,0.00001323189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003897489,"about_ca_system_score_gemma":0.00001082524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003528773,"about_ca_topic_score_gemma":0.00001648749,"domain_scores_codex":[0.9987722,0.0002934578,0.0002933684,0.0001617125,0.0002720325,0.0002072326],"domain_scores_gemma":[0.9994179,0.0001144935,0.0001178664,0.0001191268,0.00004569131,0.000184893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001580867,0.0001141806,0.9955276,0.000005153247,0.0001868153,0.00006906137,0.0001265635,3.316604e-7,0.00006250895,0.000007017129,0.003413488,0.0003292083],"study_design_scores_gemma":[0.002560838,0.0008459898,0.9884064,0.00005741086,0.0001045409,0.00001362184,0.00003935924,0.000003172667,0.00001122549,0.000003913011,0.007886686,0.00006683894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664275,0.00007245172,0.00003592359,0.0330651,0.00005015876,0.0002670461,0.00000630992,0.00001801852,0.00005750443],"genre_scores_gemma":[0.9985618,0.0001059725,0.0003350639,0.0007503431,0.00012374,0.000001767472,0.00002087759,0.00001436544,0.00008606458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03231475,"threshold_uncertainty_score":0.2713142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306249586067465,"score_gpt":0.2632194979015526,"score_spread":0.2325945392948061,"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."}}