{"id":"W3200826392","doi":"10.1016/j.jtcvs.2021.08.081","title":"Mitral repair with leaflet preservation versus leaflet resection and ventricular reverse remodeling from a randomized trial","year":2021,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Royal Victoria Hospital; Population Health Research Institute; Montreal Heart Institute; Royal Victoria Regional Health Centre; London Health Sciences Centre; University Health Network; Libin Cardiovascular Institute of Alberta; McGill University; University of Ottawa; McMaster University; Toronto General Hospital; Western University; University of Toronto; University of Calgary; St. Michael's Hospital","funders":"","keywords":"Medicine; Leaflet (botany); Ventricular remodeling; Cardiology; Internal medicine; Randomized controlled trial; Resection; Surgery; Heart failure","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":[0.005929377,0.003646337,0.008731022,0.0005361657,0.0007978935,0.002639795,0.001994333,0.003605127,0.01659231],"category_scores_gemma":[0.006572507,0.001241674,0.007666662,0.0006607896,0.003133902,0.003554785,0.001146798,0.006878955,0.00168259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009133644,"about_ca_system_score_gemma":0.001202906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007200163,"about_ca_topic_score_gemma":0.001397806,"domain_scores_codex":[0.9965178,0.001841623,0.0003705529,0.0006664204,0.0001613496,0.0004423532],"domain_scores_gemma":[0.9942231,0.003104414,0.001026534,0.0005070108,0.0002518073,0.0008871017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9925103,0.0007356573,0.0003002273,0.000616439,0.002997174,0.00002990133,0.00002417635,0.0001131483,0.0003774516,0.0001077215,0.0002343468,0.001953428],"study_design_scores_gemma":[0.9811152,0.01298863,0.0007748442,0.00007767449,0.004129621,0.0000193214,0.00002313417,0.0001859457,0.0001053168,0.0002391299,0.0003254317,0.00001576989],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578267,0.01968088,0.003444389,0.003040881,0.00432104,0.004521113,0.002669267,0.0002306182,0.004265185],"genre_scores_gemma":[0.9764097,0.005294667,0.002320791,0.002748716,0.003553652,0.003787493,0.001858753,0.00005925053,0.003967064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01659231,"threshold_uncertainty_score":0.05550677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870349639633499,"score_gpt":0.3194065912766587,"score_spread":0.2907030948803236,"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."}}