{"id":"W4386258748","doi":"10.1016/j.xjtc.2023.08.016","title":"Routine chordal transposition during degenerative mitral valve repair to prevent systolic anterior leaflet motion","year":2023,"lang":"en","type":"article","venue":"JTCVS Techniques","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa; Hamilton General Hospital","funders":"","keywords":"Transposition (logic); Leaflet (botany); Cardiology; Medicine; Internal medicine; Mitral valve; Computer science; Biology; Artificial intelligence; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001184633,0.0001971236,0.0003193984,0.000225484,0.0001061221,0.00001904543,0.00004447559,0.00008586664,0.00002621156],"category_scores_gemma":[0.00001943266,0.0001782252,0.00198325,0.0003374407,0.00002046538,0.00008868959,0.00002916912,0.00009328366,0.00005539371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243269,"about_ca_system_score_gemma":0.00002793206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001108246,"about_ca_topic_score_gemma":0.00000704873,"domain_scores_codex":[0.9988029,0.00005606841,0.0002615538,0.0003591856,0.0002355738,0.0002847084],"domain_scores_gemma":[0.9994095,0.000008027898,0.00005011378,0.0002776602,0.0000795077,0.000175186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003479438,0.003489281,0.4248205,0.001892895,0.008238321,0.001090263,0.00394947,0.00006262251,0.5110618,0.000517464,0.01051055,0.0308874],"study_design_scores_gemma":[0.0006443803,0.0005861716,0.7952101,0.0005363888,0.0008006175,0.00004050084,0.00006757479,0.00003297153,0.2016855,0.00004819775,0.0001583048,0.0001892614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951907,0.0002640356,0.0003648418,0.0005491183,0.00008793866,0.00133351,0.0001198144,0.001811717,0.0002782566],"genre_scores_gemma":[0.9967468,0.0001154896,0.001280635,0.0002066111,0.0002569917,0.0005218007,0.000246645,0.00004046441,0.0005846075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3703896,"threshold_uncertainty_score":0.7267814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116716689905562,"score_gpt":0.3358733800845797,"score_spread":0.3247062131855241,"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."}}