{"id":"W4412565059","doi":"10.1016/j.cjca.2025.07.024","title":"Aortic Valve Replacement in Women with Reduced Ejection Fraction: Still Left Behind?","year":2025,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Edwards Lifesciences","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Aortic valve replacement; Heart failure; Stenosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00554717,0.003273575,0.006847963,0.003017813,0.002867625,0.006476882,0.003400127,0.02258564,0.00804885],"category_scores_gemma":[0.02810178,0.001288265,0.002628419,0.002151957,0.002011175,0.002878103,0.0009197798,0.02229565,0.004964225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005358658,"about_ca_system_score_gemma":0.006256832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008134,"about_ca_topic_score_gemma":0.0310839,"domain_scores_codex":[0.9958302,0.0007472466,0.0008090843,0.0004441393,0.001806645,0.0003625803],"domain_scores_gemma":[0.9811757,0.008679045,0.001238742,0.0002693455,0.005400855,0.003236231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001316204,0.00002163209,0.0001214573,0.0006973786,0.00007310716,0.0004415322,0.00001727905,0.00002373596,0.00003664627,0.000234861,0.9899743,0.008226541],"study_design_scores_gemma":[0.0007269671,0.0001336563,0.002592173,0.004374298,0.000824852,0.002067723,0.0002320912,0.0004298539,0.000125004,0.001472631,0.9869364,0.00008432057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008289386,0.02664536,0.00006265881,0.06280956,0.9085273,0.00001896001,0.00007359694,0.0000274815,0.001752264],"genre_scores_gemma":[0.0006906217,0.01607974,0.00006378529,0.02184935,0.9589309,0.0000161978,0.00003440633,0.00001171726,0.002323342],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02258564,"threshold_uncertainty_score":0.03887993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006683892443400594,"score_gpt":0.2905391427587914,"score_spread":0.2838552503153908,"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."}}