{"id":"W4319461936","doi":"10.1161/jaha.122.027504","title":"Percutaneous MitraClip Device or Surgical Mitral Valve Repair in Patients With Primary Mitral Regurgitation Who Are Candidates for Surgery: Design and Rationale of the REPAIR MR Trial","year":2023,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"LivaNova; Abbott Vascular; Boston Scientific Corporation; AtriCure; Edwards Lifesciences","keywords":"Medicine; MitraClip; Percutaneous; Mitral regurgitation; Surgery; Mitral valve repair; Mitral valve; Cardiology; Internal medicine","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":[0.00940145,0.002376135,0.003998368,0.0005836928,0.0007063242,0.001896929,0.001261906,0.003521711,0.007590778],"category_scores_gemma":[0.007482376,0.0007823041,0.002853427,0.0006701802,0.00172814,0.00136525,0.00109968,0.00258365,0.001541718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005329141,"about_ca_system_score_gemma":0.001559859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003041858,"about_ca_topic_score_gemma":0.000554929,"domain_scores_codex":[0.9926663,0.005300908,0.0004698643,0.000778005,0.0003246432,0.0004602626],"domain_scores_gemma":[0.9969687,0.001168367,0.0005630867,0.0003252118,0.0002866308,0.0006880483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9570909,0.00747807,0.005971979,0.003095912,0.003285198,0.0002298167,0.0001434637,0.0007772485,0.00199442,0.002097694,0.002674358,0.0151609],"study_design_scores_gemma":[0.9556605,0.03243995,0.002493916,0.0002090956,0.002099975,0.00009217724,0.00004313615,0.0007836145,0.000297957,0.001666632,0.00417907,0.00003404692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6322734,0.03377648,0.01143149,0.01191023,0.00647613,0.2742918,0.007265854,0.0002714737,0.02230313],"genre_scores_gemma":[0.7047303,0.00559781,0.01638967,0.01020879,0.004770595,0.2487856,0.002788436,0.00005318421,0.006675539],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.00940145,"threshold_uncertainty_score":0.04972023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809464722917407,"score_gpt":0.298222311513556,"score_spread":0.2801276642843819,"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."}}