{"id":"W3134703758","doi":"10.1016/j.ahjo.2021.100004","title":"Impact of sex on long-term outcomes following mitral valve repair","year":2021,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ejection fraction; Medicine; Propensity score matching; Single Center; Cardiology; Stroke (engine); Mitral valve repair; Myocardial infarction; Revascularization; Internal medicine; Retrospective cohort study; Surgery; Mitral valve; Heart failure","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":[0.001661382,0.0001786768,0.001029387,0.000199533,0.0002500941,0.00004496794,0.00005513089,0.00006853028,0.00003756375],"category_scores_gemma":[0.004081773,0.0001303439,0.005853032,0.0003714884,0.0003741206,0.0001739945,0.00008623541,0.0008761323,0.00002014737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342501,"about_ca_system_score_gemma":0.0009552105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002703576,"about_ca_topic_score_gemma":0.000001516571,"domain_scores_codex":[0.9963741,0.00176438,0.0003029489,0.0003403288,0.0006310514,0.0005872456],"domain_scores_gemma":[0.9944959,0.003778663,0.0001183634,0.0003935303,0.0006067952,0.0006067166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001612428,0.0002302557,0.9708101,0.00001895242,0.01889573,0.004262582,0.0001137992,0.00001275296,0.0002128096,0.000006512497,0.001325652,0.002498487],"study_design_scores_gemma":[0.001794438,0.00374632,0.9839831,0.00005902055,0.001240849,0.007656203,0.001031185,0.00000147082,0.00001940965,0.00002280783,0.0003466646,0.00009851289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903268,0.004830326,0.00001313493,0.001387119,0.0001237687,0.0002018908,0.00002191085,0.00001821725,0.003076895],"genre_scores_gemma":[0.997041,0.001609743,0.0003316282,0.0004266155,0.0002303487,0.000009195855,0.00001812831,0.00002342264,0.0003098566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765488,"threshold_uncertainty_score":0.5902939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09621542872503118,"score_gpt":0.5214580753031001,"score_spread":0.4252426465780689,"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."}}