{"id":"W4247129307","doi":"10.22541/au.161626361.10662984/v1","title":"Update on surgical repair in functional mitral valve regurgitation.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"National Natural Science Foundation of China","keywords":"Mitral valve repair; Medicine; Mitral regurgitation; Cardiology; MitraClip; Mitral valve; Internal medicine; Functional mitral regurgitation; Myocardial infarction; Randomized controlled trial; Cochrane Library; Heart failure; Ejection fraction","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":[0.001645144,0.0008341348,0.001770204,0.003940459,0.0002787003,0.001322603,0.001223068,0.00189096,0.009231294],"category_scores_gemma":[0.005053893,0.0004499438,0.001703504,0.00271026,0.0005703041,0.001715838,0.0008455052,0.002070933,0.002688581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008149197,"about_ca_system_score_gemma":0.002229513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913834,"about_ca_topic_score_gemma":0.003315415,"domain_scores_codex":[0.9989644,0.0002267496,0.0003258224,0.00008856598,0.0003425045,0.00005193066],"domain_scores_gemma":[0.995673,0.002683861,0.0006055483,0.0001000816,0.0008128127,0.0001246286],"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":[0.000161366,0.00005565561,0.000253371,0.07165545,0.0003290335,0.0001953918,0.0001004506,0.000204083,0.0003545892,0.00216114,0.09235958,0.8321699],"study_design_scores_gemma":[0.00007165528,0.0001425142,0.001546303,0.0595956,0.000699679,0.001689721,0.00007996806,0.00008062216,0.0001142684,0.00149701,0.9344597,0.00002285449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.00008630575,0.9963581,0.0001084406,0.001053074,0.001285682,0.00001100109,0.00007079285,0.00001180079,0.001014846],"genre_scores_gemma":[0.000561328,0.9961398,0.0003729627,0.001170028,0.001166721,0.0000168012,0.0001194903,0.000004818751,0.0004479934],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009231294,"threshold_uncertainty_score":0.03088176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240993898865054,"score_gpt":0.3399867150762312,"score_spread":0.3158873251897258,"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."}}