{"id":"W3121315663","doi":"10.1177/1556984520986934","title":"Hybrid Double Valve Replacement for Multivalvular Disease With Severe Mitral Annular Calcification","year":2021,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Ventricular outflow tract obstruction; Calcification; Cardiology; Mitral valve replacement; Mitral valve; Internal medicine; Disease; Mitral regurgitation; Surgery","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":[0.0002419736,0.000438094,0.0005629247,0.0004373732,0.0008147971,0.0009127829,0.0004544335,0.0007114415,0.001513894],"category_scores_gemma":[0.0005117338,0.0001505602,0.0006031616,0.0001754362,0.0004079393,0.0004305173,0.001150407,0.001277941,0.0003900001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195346,"about_ca_system_score_gemma":0.0001900395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001276894,"about_ca_topic_score_gemma":0.000465198,"domain_scores_codex":[0.9998584,0.00001490244,0.00001906855,0.00003170283,0.00003454429,0.0000413292],"domain_scores_gemma":[0.9997128,0.00005342489,0.00004141214,0.00003022536,0.00001140571,0.0001508124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001217457,0.0009424518,0.09265657,0.0006480874,0.0005953551,0.5912009,0.001158243,0.001895717,0.1020815,0.003741045,0.004611602,0.1992511],"study_design_scores_gemma":[0.0001230951,0.00156894,0.03017764,0.00009686044,0.00008637075,0.9486244,0.000275896,0.002560181,0.006684496,0.001514375,0.008241245,0.00004644667],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434868,0.01240064,0.03144578,0.002495141,0.0009461087,0.00006813343,0.0001217675,0.000289726,0.008745991],"genre_scores_gemma":[0.9896019,0.001320971,0.006377095,0.0006350692,0.0004124772,0.00001198745,0.00007002473,0.00002428285,0.001546245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513894,"threshold_uncertainty_score":0.005064487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855141250632523,"score_gpt":0.3326164793931842,"score_spread":0.314065066886859,"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."}}