{"id":"W2752250890","doi":"10.1111/anae.14039","title":"The association of postoperative pulmonary complications in 109,360 patients with pressure‐controlled or volume‐controlled ventilation","year":2017,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Odds ratio; Ventilation (architecture); Tidal volume; Anesthesia; Mechanical ventilation; Positive end-expiratory pressure; Peak inspiratory pressure; Internal medicine; Respiratory system","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":[0.0004925915,0.0001302666,0.0004914097,0.00007299361,0.0003702189,0.0000546331,0.0001702494,0.00009001513,0.00003582748],"category_scores_gemma":[0.0003268793,0.00007182447,0.0001013375,0.00007196679,0.000052739,0.0001915904,0.00001904382,0.0001199296,0.00001339577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006010384,"about_ca_system_score_gemma":0.0001488503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005406881,"about_ca_topic_score_gemma":0.0002132902,"domain_scores_codex":[0.9987856,0.00009884909,0.0003994302,0.0001850397,0.0003402792,0.000190818],"domain_scores_gemma":[0.9983704,0.00007869396,0.00064825,0.0005140359,0.0003307021,0.00005792226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0102111,0.0003919493,0.9753406,0.00001236591,0.000212454,0.00001297908,0.0001608512,0.00001191114,0.0004317728,0.0007808839,0.0003330374,0.0121001],"study_design_scores_gemma":[0.01643365,0.0006297105,0.9677346,0.00006130247,0.0002152089,0.00000128281,0.00006437255,0.001033375,0.0001680223,0.00007131178,0.01349974,0.00008747431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886656,0.0001621116,0.00008649378,0.003049574,0.0000742639,0.002665449,0.000008314526,0.00002196143,0.005266205],"genre_scores_gemma":[0.9928387,0.00002623798,0.0001278092,0.0002195748,0.00002466998,0.0002064358,0.00002948097,0.00001600306,0.006511043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131667,"threshold_uncertainty_score":0.2928917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164425572691635,"score_gpt":0.2591605018892266,"score_spread":0.2475162461623103,"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."}}