{"id":"W4389751250","doi":"10.1016/j.xjon.2023.12.003","title":"Long-term outcome of isolated mitral valve repair versus replacement for degenerative mitral regurgitation in propensity-matched patients","year":2023,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Japan Society for the Promotion of Science; Uehara Memorial Foundation; Edwards Lifesciences","keywords":"Mitral regurgitation; Medicine; Cardiology; Internal medicine; Mitral valve; Mitral valve replacement; Mitral valve repair; Propensity score matching; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002281252,0.0001749386,0.000536055,0.0001302848,0.00005644593,0.0000294315,0.000104696,0.0000733851,0.00003290501],"category_scores_gemma":[0.0001835198,0.0001495701,0.00156653,0.0003208532,0.00002792782,0.0001744794,0.0001291069,0.00006780077,0.00003255355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002096391,"about_ca_system_score_gemma":0.00009010291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001912367,"about_ca_topic_score_gemma":0.0000911584,"domain_scores_codex":[0.9985638,0.00006251418,0.0004733762,0.0003822192,0.0002428951,0.0002751732],"domain_scores_gemma":[0.9990533,0.0000718336,0.0001683228,0.0003464871,0.0002448731,0.0001151745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01039464,0.0005987268,0.9839966,0.0001524805,0.002060305,0.00001760944,0.0003844691,0.00001949358,0.00005468477,0.0000310158,0.001784266,0.0005056617],"study_design_scores_gemma":[0.01941096,0.001514096,0.9772087,0.0001248018,0.0009141756,5.342118e-7,0.0001421609,0.0001347508,0.0003458558,0.00002272422,0.00003923294,0.0001419816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946066,0.00005280173,0.000009496215,0.0001987093,0.0003369721,0.004138405,0.0001483209,0.00005749895,0.0004511532],"genre_scores_gemma":[0.9957751,0.00001015874,0.000353291,0.00009603479,0.0000319589,0.0003909333,0.001842643,0.00003022938,0.00146963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00901632,"threshold_uncertainty_score":0.6099291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07798363922400099,"score_gpt":0.4127462951697709,"score_spread":0.3347626559457699,"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."}}