{"id":"W4380836489","doi":"10.1161/circ.146.suppl_1.14448","title":"Abstract 14448: On-Table Extubation Associated With Lower Resource Utilization and Non-Inferior Outcomes After Coronary Bypass","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quartile; Intensive care unit; Cardiac surgery; Mechanical ventilation; Univariate analysis; Coronary artery disease; Retrospective cohort study; Coronary artery bypass surgery; Canadian Cardiovascular Society; Surgery; Anesthesia; Artery; Cardiology; Internal medicine; Multivariate analysis; Angina; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007243365,0.0001779071,0.0002904753,0.0004477713,0.0001927504,0.0007012512,0.0002416928,0.0002884579,0.004247522],"category_scores_gemma":[0.002493378,0.000102308,0.0005194764,0.0007603764,0.0002250888,0.0003116374,0.0002638944,0.0004293818,0.0002693112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180723,"about_ca_system_score_gemma":0.0003315165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104636,"about_ca_topic_score_gemma":0.001213926,"domain_scores_codex":[0.999569,0.0001170251,0.00007432756,0.00008650068,0.0000792455,0.00007388952],"domain_scores_gemma":[0.996143,0.000905299,0.002202546,0.0001226715,0.0001825598,0.0004438951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003214581,0.00002222323,0.9978854,0.00003186411,0.0000934586,0.0000731758,0.00001611361,0.00002184996,0.000140921,0.00001125548,0.0001448689,0.001237382],"study_design_scores_gemma":[0.000008027934,0.00006681812,0.9993896,0.00001086842,0.00005617498,0.0001593215,0.00003654992,0.0001197092,0.00005118377,0.00002105779,0.00007886287,0.000001651926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987484,0.0004492124,0.00005617177,0.00007163058,0.00001477339,0.000004451779,0.000404566,0.000002108384,0.0002485603],"genre_scores_gemma":[0.9993433,0.0001024626,0.00005346727,0.00002629103,0.00003221435,0.000005303917,0.0003371821,0.000001579005,0.00009818102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004247522,"threshold_uncertainty_score":0.01420933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173649798407545,"score_gpt":0.2522081994589759,"score_spread":0.2348432196182214,"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."}}