{"id":"W3108023694","doi":"10.1053/j.jvca.2020.11.051","title":"Factors Associated With Early Extubation After Cardiac Surgery: A Retrospective Single-Center Experience","year":2020,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Odds ratio; Intensive care unit; Coronary artery disease; Retrospective cohort study; Ejection fraction; Cardiac surgery; Intubation; Surgery; Confidence interval; Body mass index; Subgroup analysis; Incidence (geometry); Internal medicine; Anesthesia; Cardiology; 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":[0.0006056469,0.0002739909,0.001724817,0.0001247154,0.00006513298,0.0000837337,0.00006196824,0.0001536508,0.00002670618],"category_scores_gemma":[0.000355663,0.0001794577,0.001437474,0.0003426297,0.000105877,0.0002989231,0.00001178127,0.0002885673,0.00000187798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161216,"about_ca_system_score_gemma":0.00009372695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003629221,"about_ca_topic_score_gemma":2.452614e-7,"domain_scores_codex":[0.9978181,0.0003298053,0.0004558849,0.0002602467,0.0008669567,0.0002690141],"domain_scores_gemma":[0.9984838,0.0002779721,0.0002776644,0.0001740591,0.0003611252,0.0004253348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005137907,0.00007195858,0.9937096,0.00003594646,0.0009166765,0.0009416005,0.002680958,0.00000168712,0.0001411674,0.00001678814,0.00007444327,0.000895444],"study_design_scores_gemma":[0.0006488286,0.0006480527,0.9850307,0.0002057737,0.0007839295,0.0004154522,0.0005430109,0.00000683205,0.0002965489,0.000001774968,0.01118859,0.000230515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967483,0.001506856,0.0003913674,0.0008003366,0.00005067029,0.0002301957,0.000003199404,0.0000301333,0.0002388983],"genre_scores_gemma":[0.998987,0.0001579752,0.00006952242,0.0004257377,0.0002583126,0.000007368001,0.00000735102,0.000038707,0.00004799199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111415,"threshold_uncertainty_score":0.7318071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618128765768206,"score_gpt":0.2528838386245398,"score_spread":0.2167025509668577,"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."}}