{"id":"W4387737010","doi":"10.1016/j.jcin.2023.08.036","title":"Transcatheter Mitral Valve Replacement","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Mitral valve; Mitral valve replacement; Cardiology; Internal medicine; Medicine; Mitral valve stenosis; Valve replacement; Stenosis","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":[0.0003825743,0.0002241591,0.0004086981,0.0006463801,0.0005004742,0.0008394507,0.0002074576,0.000448137,0.01541396],"category_scores_gemma":[0.001302766,0.00005314882,0.000577004,0.0003543048,0.0002390273,0.0003479077,0.0003319141,0.001096276,0.003469598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151276,"about_ca_system_score_gemma":0.0005307538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000230676,"about_ca_topic_score_gemma":0.0006856805,"domain_scores_codex":[0.9997179,0.00003626768,0.00004435129,0.00004476402,0.0000948498,0.00006184226],"domain_scores_gemma":[0.9995073,0.0001459842,0.00008499209,0.00005107213,0.00007763182,0.0001330262],"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":[0.0008429124,0.0006880627,0.02916753,0.0009736235,0.0005106453,0.006997826,0.0001449907,0.0002583329,0.01223986,0.01317884,0.06688497,0.8681124],"study_design_scores_gemma":[0.001163183,0.003985662,0.2671273,0.002101308,0.0009391415,0.1234856,0.000408145,0.002108434,0.01034865,0.02685053,0.5613652,0.0001168037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2168912,0.157051,0.02093692,0.03841468,0.03091962,0.0002835222,0.001658881,0.001006873,0.5328374],"genre_scores_gemma":[0.8473275,0.03683299,0.007555089,0.01209363,0.03655911,0.00008319155,0.001484928,0.0001130941,0.05795035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01541396,"threshold_uncertainty_score":0.05156487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159818637642564,"score_gpt":0.3617645466086231,"score_spread":0.3201663602321974,"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."}}