{"id":"W4388486803","doi":"10.1016/j.jcin.2023.09.032","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":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Mitral valve replacement; Mitral valve; Medicine; Cardiology; Valve replacement; Internal medicine; Mitral valve stenosis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003626798,0.000199943,0.0004906458,0.0002269128,0.0001174463,0.00003829763,0.00008247055,0.00007384186,0.0005412807],"category_scores_gemma":[0.00004176922,0.0001801997,0.1068572,0.0004117799,0.00004006784,0.00007497596,0.00005390125,0.00012569,0.001410463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125204,"about_ca_system_score_gemma":0.00003670998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000570114,"about_ca_topic_score_gemma":0.000002620707,"domain_scores_codex":[0.9982939,0.00009082084,0.000337976,0.0004237235,0.0004959512,0.0003575769],"domain_scores_gemma":[0.9987423,0.00002140783,0.0000368308,0.0008863642,0.0001002043,0.0002128685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.000541907,0.002669299,0.2488489,0.001905954,0.6119263,0.0003943711,0.0007427781,0.0006123799,0.00008927919,0.0008851482,0.04921938,0.0821643],"study_design_scores_gemma":[0.004732061,0.0003789819,0.920094,0.0005140243,0.03313447,0.0001006713,0.0003044088,0.00003364187,0.00009727072,0.0001943482,0.04011685,0.0002993009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407954,0.03693479,0.003103686,0.00072985,0.001664903,0.002121515,0.0003256807,0.0009702347,0.0133539],"genre_scores_gemma":[0.9950658,0.0003178305,0.0001304286,0.00008878735,0.0002002353,0.000317352,0.0004371329,0.00004804568,0.003394357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.671245,"threshold_uncertainty_score":0.9993671,"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."}}