{"id":"W4403227543","doi":"10.1016/j.cjca.2024.08.085","title":"EFFICACY AND SAFETY OF TRANSCATHETER MITRAL VALVE EDGE-TO-EDGE REPAIR IN REAL-WORLD CANADIAN PRACTICE: THE PREMISE REGISTRY","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Premise; Enhanced Data Rates for GSM Evolution; Mitral valve; Internal medicine; Cardiology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003072915,0.0008236254,0.001492505,0.001621848,0.002050507,0.002342071,0.002641108,0.001282359,0.002789587],"category_scores_gemma":[0.01292008,0.0005301971,0.001463061,0.004648511,0.001484101,0.001091484,0.001268119,0.001696959,0.0005868588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01904393,"about_ca_system_score_gemma":0.04084228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9048672,"about_ca_topic_score_gemma":0.954357,"domain_scores_codex":[0.9959686,0.0003526165,0.0002995076,0.0007549775,0.001815434,0.0008087816],"domain_scores_gemma":[0.9823271,0.001890613,0.003992573,0.001360647,0.007760274,0.002668711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004323349,0.0004642208,0.9487476,0.0005996205,0.001702722,0.0002310573,0.0008513999,0.0005607773,0.0003641404,0.0007529114,0.02241652,0.0189856],"study_design_scores_gemma":[0.001022095,0.0005390548,0.9906155,0.0001774045,0.000959594,0.0002134428,0.0006221144,0.0006225017,0.0001511115,0.0001487308,0.004792482,0.0001359805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253817,0.002973396,0.0005177894,0.001691621,0.0001193508,0.0004501542,0.05868243,0.00009324401,0.01009032],"genre_scores_gemma":[0.9651927,0.002248828,0.001149203,0.0007380477,0.0001416042,0.0002233449,0.02878533,0.00006012079,0.001460717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09513277,"threshold_uncertainty_score":0.191386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155950691364047,"score_gpt":0.3228522108110577,"score_spread":0.3072571416746531,"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."}}