{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009091431,0.0001866925,0.0003957304,0.0004450622,0.0002283335,0.0006278902,0.0003171841,0.0004851891,0.001197086],"category_scores_gemma":[0.005269199,0.0002658475,0.0007362047,0.0008698932,0.000338108,0.0004740644,0.0003896978,0.0006588635,0.0001179463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655365,"about_ca_system_score_gemma":0.0002335071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814581,"about_ca_topic_score_gemma":0.001727446,"domain_scores_codex":[0.9988441,0.0002414794,0.0002451222,0.0002931404,0.0002513645,0.0001246912],"domain_scores_gemma":[0.9952437,0.001250218,0.002431264,0.0003638405,0.000247663,0.000463336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171518,0.000008549377,0.9992259,0.000004424163,0.00006872839,0.00003228868,0.00001145183,0.00003660612,0.00007520615,0.000006930202,0.00002696534,0.0003315157],"study_design_scores_gemma":[0.00001489471,0.0001119864,0.9991748,0.000003201899,0.00004111906,0.0002053141,0.00004752939,0.0002580635,0.00004938142,0.00001478076,0.00007517914,0.000003724615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999485,0.0001826543,0.00007865048,0.00002343565,0.000005685724,0.000002317447,0.0001387216,0.000001533548,0.00008196299],"genre_scores_gemma":[0.9997477,0.00003893007,0.00002529462,0.00001055309,0.000007472422,0.000002389696,0.0001406558,9.366632e-7,0.00002605988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001814581,"threshold_uncertainty_score":0.004808128,"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."}}