{"id":"W4207056867","doi":"10.1016/j.cjca.2022.01.017","title":"Transcatheter Edge-to-Edge Repair for Secondary Mitral Regurgitation: Which COAPT-Ineligible Patients Might Benefit From the Procedure?","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Mitral regurgitation; Cardiology; Internal medicine; Ejection fraction; Mitral valve repair; Ventricle; Heart failure; Mitral valve; Functional mitral regurgitation; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001228155,0.0005070877,0.001443773,0.0005926464,0.002433314,0.00220554,0.00107137,0.02924291,0.004818313],"category_scores_gemma":[0.0106268,0.000383006,0.001064563,0.0005109734,0.001745256,0.002432597,0.0006194123,0.02071603,0.003108067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003595799,"about_ca_system_score_gemma":0.004501086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109288,"about_ca_topic_score_gemma":0.0267152,"domain_scores_codex":[0.9988886,0.0002571151,0.0001935301,0.0001239535,0.0002819917,0.0002549],"domain_scores_gemma":[0.9963111,0.001728875,0.0002207615,0.00007400607,0.0005565144,0.001108624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007086813,0.0004303761,0.01314411,0.0001921847,0.00006891815,0.0512639,0.000552308,0.0004809753,0.001122521,0.007945291,0.8682702,0.05582044],"study_design_scores_gemma":[0.001452702,0.0007093832,0.01806541,0.001980972,0.0002240744,0.07189289,0.003469968,0.004187841,0.0009355606,0.05967463,0.837072,0.000334603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002283257,0.001518384,0.0001646559,0.985029,0.006443721,0.000015754,0.00005451448,0.00001303453,0.004477545],"genre_scores_gemma":[0.03520083,0.005424483,0.0009293268,0.8800827,0.06929854,0.00005786294,0.0001110955,0.00003194404,0.008863345],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02924291,"threshold_uncertainty_score":0.02608949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353787855695412,"score_gpt":0.2643204965448753,"score_spread":0.2507826179879212,"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."}}