{"id":"W3128909636","doi":"10.1016/j.cjca.2021.02.003","title":"Sex and Race Differences in the Pathophysiology, Diagnosis, Treatment, and Outcomes of Valvular Heart Diseases","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Edwards Lifesciences; Medtronic","keywords":"Medicine; Internal medicine; Cardiology; Regurgitation (circulation); valvular heart disease; Etiology; Stenosis; Epidemiology; Pathophysiology; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001429843,0.0002835709,0.003641481,0.0002575277,0.00004857434,0.00001621888,0.00008190919,0.0001738665,0.000009326142],"category_scores_gemma":[0.0002171411,0.0001534031,0.001769623,0.0001169845,0.0002601582,0.00002458465,0.00001596972,0.0001861165,4.971207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017961,"about_ca_system_score_gemma":0.001269089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007421046,"about_ca_topic_score_gemma":0.0001187133,"domain_scores_codex":[0.998329,0.0006707034,0.0004664451,0.0002131036,0.0000811065,0.00023957],"domain_scores_gemma":[0.9983537,0.0006801964,0.000239959,0.0002483586,0.00006798926,0.000409841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006630648,0.00001629296,0.8482738,0.0005910548,0.00269133,0.000523144,0.00005808069,3.736959e-7,5.295309e-8,0.0000269668,0.0005337565,0.1472785],"study_design_scores_gemma":[0.000795214,0.000514695,0.7326279,0.001561254,0.00884853,0.0005664094,0.0001968223,5.353121e-8,6.643658e-8,0.00007768053,0.2546896,0.0001217194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04729175,0.9515077,4.384434e-7,0.0002313337,0.000168388,0.0003410768,0.0004088207,0.000001073347,0.00004939943],"genre_scores_gemma":[0.1450277,0.854552,0.000006155816,0.00009693002,0.0001979681,0.00003974778,0.00005167703,0.00001381584,0.0000140678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2541559,"threshold_uncertainty_score":0.6255597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611310350330852,"score_gpt":0.3544276352992964,"score_spread":0.3183145317959878,"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."}}