{"id":"W3190946380","doi":"10.1111/anae.15560","title":"Effects of pre‐operative isolation on postoperative pulmonary complications after elective surgery: an international prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Anaesthesia","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Baylor University Medical Center; University of California, Los Angeles; Vascular Society; Association of Upper Gastrointestinal Surgery of Great Britain and Ireland; National Cancer Institute; University Hospitals Coventry and Warwickshire NHS Trust; Nationale Genossenschaft für die Lagerung radioaktiver Abfälle; British Gynaecological Cancer Society; Fundació Institut de Recerca Hospital Universitari Vall d’Hebron; King Fahad Medical City; Chiba University; Urology Foundation; University of the Philippines; Istituto Ortopedico Rizzoli di Bologna; All-India Institute of Medical Sciences; Università di Cagliari; Hospital for Sick Children; Hirosaki University; Nara Medical University; University of Arkansas for Medical Sciences; Sichuan University; Zhejiang University; Najran University; King Abdulaziz University; University of Fukui; Semmelweis Egyetem; Anschutz Medical Campus, University of Colorado; University of Warwick; Academy of Medical Sciences; British Heart Foundation; University of Cincinnati; Queen Elizabeth Hospital Birmingham Charity; University of Texas MD Anderson Cancer Center; Institut National Du Cancer; University of California, San Francisco; Newcastle upon Tyne Hospitals NHS Foundation Trust; Massachusetts Eye and Ear; Barts Charity; Johns Hopkins University; Azienda Ospedaliero Universitaria Maggiore della Carità; Università degli Studi di Palermo; James Cook University; Wellcome Trust; Pancreatic Cancer UK; Humanitas Research Hospital; Rush University; Sarcoma UK; Jazan University; National Institute for Health and Care Research; Queen Mary University of London; Università degli Studi dell'Insubria; European Society of Coloproctology; Dartmouth College; Baylor University; Università degli Studi di Padova; Bowel and Cancer Research; Università degli Studi di Napoli Federico II; Bowel Disease Research Foundation; Brigham and Women's Hospital; West China Hospital, Sichuan University; Cleveland Clinic; Cleveland Clinic Foundation; Emory University; Massachusetts General Hospital; Jinan University; University of Louisville","keywords":"Medicine; Prospective cohort study; Elective surgery; Incidence (geometry); Surgery; Cohort study; Isolation (microbiology); Cohort; Confounding; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002167906,0.0001863776,0.0004144638,0.0001923514,0.0001116296,0.00002564822,0.00006816726,0.00007678974,0.00004716292],"category_scores_gemma":[0.0003901629,0.0001663387,0.00009126025,0.0003757008,0.00005807355,0.0002698753,0.00002427627,0.0002239077,0.00001655168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611634,"about_ca_system_score_gemma":0.000641001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003643631,"about_ca_topic_score_gemma":0.0002536121,"domain_scores_codex":[0.9983589,0.0002952915,0.0003090365,0.0004759908,0.0003698063,0.0001909716],"domain_scores_gemma":[0.9981971,0.0002952504,0.0001138944,0.0003429836,0.0008983521,0.0001524646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095837,0.002809847,0.9842977,0.0000458706,0.0002164162,0.0002683472,0.004143744,0.000009360565,0.001832671,0.0004587065,0.00005797802,0.00476354],"study_design_scores_gemma":[0.0005319389,0.001841741,0.9903578,0.0001625073,0.0001004194,0.00003500991,0.0004338069,0.0002316504,0.005941486,0.000126839,0.00009634256,0.0001404607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934753,0.00009541553,0.0001567297,0.002685831,0.00007383517,0.002115898,0.00001365689,0.00004601248,0.00133733],"genre_scores_gemma":[0.9970811,0.00006292159,0.0001349109,0.001908793,0.00008868196,0.0004225833,0.0001039202,0.00002574853,0.0001713575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006060116,"threshold_uncertainty_score":0.6783093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017189079338849,"score_gpt":0.3554234053080528,"score_spread":0.3352515145146643,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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