{"id":"W3136239328","doi":"10.1016/j.cjca.2021.03.010","title":"Transcatheter Repair of the Mitral Valve: Relevant Pathophysiology, Investigation, and Management","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; MitraClip; Mitral regurgitation; Intervention (counseling); Intensive care medicine; Mitral valve repair; Pathophysiology; Mitral valve; Surgery; Population; Cardiology; Internal medicine","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":[0.0006862558,0.0008354138,0.001898594,0.002307811,0.0003545218,0.001392253,0.0009397361,0.001247494,0.002361491],"category_scores_gemma":[0.001556999,0.0002717361,0.0006732955,0.001769273,0.0006159366,0.001103237,0.0005732321,0.002003886,0.0009235787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007327421,"about_ca_system_score_gemma":0.002147021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232377,"about_ca_topic_score_gemma":0.005612226,"domain_scores_codex":[0.9997509,0.00003900207,0.00005166507,0.00004740139,0.00009084318,0.00002015689],"domain_scores_gemma":[0.9990919,0.0005077717,0.0001506983,0.00001542281,0.0001718318,0.00006237393],"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":[0.0001098171,0.00009431108,0.0005231359,0.02728985,0.0001785213,0.0004116336,0.00005791169,0.0003027156,0.0009260162,0.002529059,0.02713443,0.9404426],"study_design_scores_gemma":[0.00009148507,0.0002261554,0.00525884,0.02887654,0.0009513659,0.00720291,0.0002351711,0.0003905048,0.0005022493,0.005012564,0.9511566,0.000095637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004012357,0.9994203,0.00003420977,0.0002180997,0.00009716197,0.000001380271,0.000005750113,0.000001526668,0.0001814321],"genre_scores_gemma":[0.0003181612,0.9991655,0.00007715203,0.0001213074,0.0002351477,0.000001638418,0.000008809647,3.30274e-7,0.00007189254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002361491,"threshold_uncertainty_score":0.00789994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476725364698704,"score_gpt":0.3110393266738961,"score_spread":0.286272073026909,"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."}}