{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067028,0.0005063844,0.002234183,0.001213594,0.0002274993,0.0008622975,0.0007965169,0.0009348312,0.00272008],"category_scores_gemma":[0.002934723,0.0002243453,0.001482192,0.002176984,0.0003888128,0.000480496,0.0004016246,0.001079465,0.0003228302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006665349,"about_ca_system_score_gemma":0.002075273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179041,"about_ca_topic_score_gemma":0.02296758,"domain_scores_codex":[0.9995688,0.00008541231,0.00008493525,0.00009064189,0.0001317198,0.00003851593],"domain_scores_gemma":[0.9986486,0.0009002818,0.0002156165,0.00001785237,0.0001653508,0.00005229028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005462011,0.0001013473,0.006280513,0.05881187,0.002645688,0.0001478457,0.00009646991,0.0004082063,0.0003783299,0.001972301,0.01537332,0.9132379],"study_design_scores_gemma":[0.0005339524,0.0008508929,0.1481054,0.09863463,0.0239138,0.003453389,0.0005925561,0.0007489272,0.0005677828,0.006988799,0.7153928,0.0002172393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001423053,0.9995871,0.00001181002,0.00009514532,0.00004266503,0.000001035524,0.00002121184,5.793889e-7,0.00009819252],"genre_scores_gemma":[0.001407013,0.9982645,0.00004557794,0.00008787265,0.0001120169,0.000002189413,0.00003299513,3.458948e-7,0.00004758046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01179041,"threshold_uncertainty_score":0.02344352,"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."}}