{"id":"W4297965577","doi":"10.1093/icvts/ivac242","title":"Augmenting mitral valve repair evaluation with intraoperative left ventricle pressure measurements","year":2022,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Ventricle; Mitral valve; Mitral valve repair; Cardiopulmonary bypass; Saline; Cardiology; Mitral regurgitation; Internal medicine; Percutaneous; Mitral valve annuloplasty; Surgery","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":[0.00158216,0.0002508531,0.0006337474,0.0001857967,0.0003565428,0.00004709829,0.00004013614,0.0000366111,0.0003511985],"category_scores_gemma":[0.0002044962,0.0002149214,0.00587323,0.0002326838,0.00005066275,0.0002392698,0.0000985392,0.0002594245,0.000006632529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837134,"about_ca_system_score_gemma":0.0002204881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000941466,"about_ca_topic_score_gemma":0.000001090134,"domain_scores_codex":[0.996743,0.0007921705,0.0002588868,0.0005724066,0.001327256,0.0003063153],"domain_scores_gemma":[0.9986877,0.0001707216,0.0001058441,0.0004183678,0.0004508883,0.0001665072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00228445,0.0006070983,0.7864391,0.0001547248,0.1276554,0.000272595,0.001005924,0.001554703,0.0000893004,0.000003013925,0.0005467928,0.0793869],"study_design_scores_gemma":[0.002946471,0.0004318411,0.9236875,0.0003667729,0.05567121,0.0009495972,0.003183897,0.001047282,0.002466385,0.00003360343,0.008556855,0.0006586146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607173,0.03588416,0.0001270454,0.00004157821,0.0004426137,0.001055843,0.00006201259,0.00009310732,0.001576324],"genre_scores_gemma":[0.9989987,0.00007044676,0.00006651949,0.0001162847,0.0001264613,0.0003027607,0.0001853612,0.00003996981,0.00009348759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1372484,"threshold_uncertainty_score":0.8764239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013727328601047,"score_gpt":0.3435952823665995,"score_spread":0.303458009080589,"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."}}