{"id":"W3113868939","doi":"10.1111/jocs.15264","title":"Impact of sex on cardiac remodeling and long‐term outcomes, following mitral valve replacement","year":2020,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ventricular remodeling; Term (time); Mitral valve replacement; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007827,0.0001413181,0.0002203247,0.0003368253,0.0002118767,0.0004272434,0.0001868173,0.0002284585,0.001534872],"category_scores_gemma":[0.004208262,0.00007518989,0.000308113,0.0003099077,0.0002631038,0.0003528072,0.0002715945,0.0002497716,0.0001990874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292934,"about_ca_system_score_gemma":0.0001612188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003851813,"about_ca_topic_score_gemma":0.0006941734,"domain_scores_codex":[0.9995226,0.0001161683,0.00007800556,0.0001030437,0.0001081152,0.00007212209],"domain_scores_gemma":[0.9980718,0.0003725557,0.001137025,0.0001340035,0.00009658367,0.0001880483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001994345,0.00002156896,0.9962036,0.00001182416,0.00004695744,0.00006966276,0.00004696375,0.00001679161,0.0001115324,0.0000253867,0.00005933282,0.003187015],"study_design_scores_gemma":[0.000006991495,0.0001445753,0.9990479,0.000009036388,0.00002166654,0.0003682496,0.0000957839,0.00005668334,0.00005581694,0.00005240622,0.0001387935,0.00000215448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985436,0.0006574865,0.00007701383,0.00007457278,0.00001557431,0.000004756507,0.0001834089,0.000001456046,0.0004420928],"genre_scores_gemma":[0.9996525,0.0001146683,0.00002581695,0.00002832542,0.00001659246,0.00000285844,0.00009204259,8.687002e-7,0.00006638734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534872,"threshold_uncertainty_score":0.005329967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514664427057165,"score_gpt":0.3558096247568726,"score_spread":0.3206629804863009,"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."}}