{"id":"W4321596514","doi":"10.3390/jcdd10030095","title":"Longitudinal Outcomes Following Surgical Repair of Primary Mitral Regurgitation","year":2023,"lang":"en","type":"review","venue":"Journal of Cardiovascular Development and Disease","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mitral regurgitation; Medicine; Mitral valve repair; Mitral valve; Surgery; Gold standard (test); Catheter; Mitral valve replacement; 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":[0.0008961504,0.0004976836,0.001560413,0.001408541,0.0001520856,0.0006432155,0.0005080957,0.0005494658,0.002085782],"category_scores_gemma":[0.003126388,0.0001220363,0.0009905442,0.001784175,0.0001644458,0.000541663,0.0003835793,0.0006806228,0.0003163687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961945,"about_ca_system_score_gemma":0.0007930967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165936,"about_ca_topic_score_gemma":0.002604601,"domain_scores_codex":[0.9996293,0.00009249386,0.00009942108,0.00005779707,0.00009804852,0.00002297378],"domain_scores_gemma":[0.9987959,0.0006994169,0.0002843606,0.00001736842,0.0001647587,0.0000382116],"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":[0.0005319423,0.00008852533,0.004530276,0.08367608,0.001843052,0.0001831976,0.000147227,0.0002511136,0.0003563332,0.0006708687,0.01003171,0.8976896],"study_design_scores_gemma":[0.0003698218,0.002072155,0.1355084,0.2695488,0.02104881,0.009126266,0.0009525145,0.0005153568,0.001388935,0.003507972,0.5557686,0.0001923795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000477608,0.9991767,0.00001528886,0.00006571853,0.00003870891,0.000002440255,0.00004050373,9.662733e-7,0.0001821492],"genre_scores_gemma":[0.003771848,0.9959006,0.00004459441,0.00006863548,0.00006709434,0.000005137279,0.00007471501,6.058261e-7,0.00006690814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002085782,"threshold_uncertainty_score":0.006977618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05819098005905009,"score_gpt":0.3616547605101472,"score_spread":0.3034637804510971,"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."}}