{"id":"W3194371181","doi":"10.21037/atm-21-3446","title":"Left ventricular ejection fraction is associated with intraoperative circulatory collapse during transcatheter aortic valve implantation","year":2021,"lang":"en","type":"article","venue":"Annals of Translational Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"National Key Research and Development Program of China","keywords":"Medicine; Ejection fraction; Cardiopulmonary bypass; Hemodynamics; Ventricle; Cardiology; Regurgitation (circulation); Internal medicine; Circulatory system; Aortic valve; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001127446,0.0001640833,0.000392499,0.0001352807,0.00009133205,0.000006226061,0.00002108081,0.00008253928,0.0004653839],"category_scores_gemma":[0.00005703139,0.0001318498,0.0005920344,0.0002898145,0.00006831235,0.0001414581,0.000002177501,0.0001110454,0.000004809224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004438791,"about_ca_system_score_gemma":0.0001451381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002616861,"about_ca_topic_score_gemma":0.000005586277,"domain_scores_codex":[0.9985768,0.0000699173,0.0003406274,0.0002646192,0.0005771504,0.0001708842],"domain_scores_gemma":[0.9988714,0.00009085488,0.0001285022,0.0001367134,0.0006436417,0.0001288687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001639829,0.001394237,0.9509693,0.0003755206,0.01170078,0.0001557259,0.002387994,0.0003681336,0.02858705,0.0001249016,0.0002741228,0.002022349],"study_design_scores_gemma":[0.004055369,0.0003648422,0.972933,0.0005422615,0.001889123,0.0001202465,0.0002782067,0.0001088959,0.01935854,0.0001765837,0.00004995776,0.0001229861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945279,0.001843144,0.0003699136,0.002325628,0.00009678021,0.0003285147,0.0001005265,0.00002802045,0.0003796191],"genre_scores_gemma":[0.9981149,0.0002430764,0.00003335106,0.0005371257,0.0001280482,0.00001474605,0.0008433576,0.00002042354,0.00006490804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02196363,"threshold_uncertainty_score":0.5376679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683554666925494,"score_gpt":0.3380692262940988,"score_spread":0.3112336796248438,"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."}}