{"id":"W2909658418","doi":"10.1016/j.jacc.2018.09.081","title":"Differential Impact of Heart Failure With Reduced Ejection Fraction on Men and Women","year":2019,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":263,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Internal medicine; Fraction (chemistry); Differential (mechanical device)","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":[0.003430227,0.0003828289,0.0007928904,0.0005886382,0.0003636729,0.001128155,0.0003245212,0.0003842229,0.002647745],"category_scores_gemma":[0.00703701,0.0002634477,0.001022047,0.0006428938,0.0005025656,0.0007058561,0.0007354922,0.0006200484,0.0002770456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028422,"about_ca_system_score_gemma":0.0003176999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227661,"about_ca_topic_score_gemma":0.001806321,"domain_scores_codex":[0.9979721,0.0008588484,0.0001597104,0.0004818176,0.0002729757,0.0002546025],"domain_scores_gemma":[0.9968959,0.001317482,0.001063441,0.0002975222,0.0001230875,0.0003024577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009437217,0.00002407404,0.9937464,0.000038798,0.0004363252,0.0001133937,0.0001129969,0.00003681847,0.0001309701,0.0001197001,0.0001908481,0.004105958],"study_design_scores_gemma":[0.00004363206,0.0002593694,0.9973992,0.00004016937,0.0004638405,0.0003705806,0.0002316555,0.0001436926,0.00008213697,0.0002524701,0.0007059562,0.000007401087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891515,0.006690026,0.000307805,0.0003976616,0.00008501942,0.00002345603,0.000497015,0.00000852768,0.002839118],"genre_scores_gemma":[0.9988573,0.0005235294,0.00004807914,0.000139798,0.00008892189,0.0000113682,0.0001581517,0.00000331846,0.000169617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003430227,"threshold_uncertainty_score":0.01814103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00641239885244282,"score_gpt":0.2601211419811643,"score_spread":0.2537087431287215,"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."}}