{"id":"W4281772470","doi":"10.1093/icvts/ivac139","title":"Neochord DS1000 system versus conventional mitral valve repair for correction of mitral regurgitation due to prolapse of the posterior leaflet","year":2022,"lang":"en","type":"letter","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Mitral regurgitation; Cardiology; Internal medicine; Mitral valve repair; Mitral valve prolapse; Mitral valve; Leaflet (botany)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0006162793,0.0003691567,0.00149022,0.0003263924,0.0001232544,0.00002320188,0.00008442071,0.000244816,0.00003934621],"category_scores_gemma":[0.000449995,0.000305498,0.0295325,0.0002741411,0.0000935968,0.000115569,0.00009338484,0.0004985416,0.000002471156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004093407,"about_ca_system_score_gemma":0.0002919407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002160139,"about_ca_topic_score_gemma":0.000001187643,"domain_scores_codex":[0.9970805,0.0005711984,0.0006272095,0.0006155341,0.0008157103,0.000289847],"domain_scores_gemma":[0.9969921,0.001131008,0.0004241957,0.0006886804,0.0006685182,0.00009555014],"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":[0.07546301,0.0007411544,0.02863722,0.01396441,0.391691,0.001217574,0.001207744,0.0003337874,0.0001352467,0.00001542286,0.4194358,0.06715771],"study_design_scores_gemma":[0.01155473,0.003431092,0.2479297,0.01234057,0.1708019,0.003659643,0.005917024,0.0003239101,0.005519875,0.00003969254,0.5361021,0.002379741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519714,0.01292568,0.0003085957,0.005155136,0.02007522,0.005681481,0.002856753,0.000134653,0.0008910659],"genre_scores_gemma":[0.9927939,0.00003570583,0.0000663227,0.002893214,0.001148339,0.000890436,0.001646682,0.00009619889,0.0004292664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.220889,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236943322432598,"score_gpt":0.3184081917716634,"score_spread":0.2947138595284036,"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."}}