{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001493624,0.00009371304,0.0007083634,0.0001437661,0.00002024362,0.000001728082,0.00004563835,0.00002907492,0.00003355342],"category_scores_gemma":[0.00002359507,0.00004768905,0.0001954578,0.0001599788,0.0001201688,0.0000382549,0.00002095159,0.000139099,0.000001349697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629724,"about_ca_system_score_gemma":0.00009602961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002108472,"about_ca_topic_score_gemma":7.48448e-7,"domain_scores_codex":[0.9992478,0.000133639,0.0002233534,0.00008463723,0.0001891122,0.0001214516],"domain_scores_gemma":[0.9991722,0.00006459005,0.000424124,0.0001744867,0.0001051612,0.00005942479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01333419,0.0002063136,0.7357777,0.00007378372,0.004109405,0.00004068033,0.0001581973,0.0005599218,0.2074172,0.0000515436,0.03725483,0.001016219],"study_design_scores_gemma":[0.003745248,0.01933527,0.9626995,0.0001222928,0.0004065555,0.0008625411,0.002046834,0.00003204101,0.004513628,0.00003629933,0.006112682,0.00008715541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967675,0.000009604199,0.00003631974,0.002160608,0.00008535296,0.0002583934,0.000006548818,0.000002851283,0.0006728278],"genre_scores_gemma":[0.9992821,0.00002694028,0.0002904581,0.00003938193,0.0001271117,0.000002655848,5.13289e-7,0.000008264209,0.0002225694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2269218,"threshold_uncertainty_score":0.1944703,"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."}}