{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00199123,0.0006467011,0.0005667579,0.0007856094,0.0007366939,0.00119067,0.0006856651,0.0008326251,0.001772346],"category_scores_gemma":[0.004444795,0.000656523,0.001461438,0.001521309,0.0004702902,0.0009466292,0.0008946467,0.00152183,0.0002486079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948801,"about_ca_system_score_gemma":0.0006281048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004664199,"about_ca_topic_score_gemma":0.005249877,"domain_scores_codex":[0.9986575,0.0003450436,0.0001463624,0.0004025005,0.0001676591,0.0002810444],"domain_scores_gemma":[0.995745,0.0006831659,0.001854863,0.0007034192,0.0003320229,0.0006815383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002596824,0.00005571173,0.9986903,0.0000106451,0.0001432828,0.00007999134,0.00007535641,0.00002543777,0.00008044438,0.00001595871,0.0000546138,0.0005086257],"study_design_scores_gemma":[0.00001587945,0.0002488408,0.9989414,0.00001012287,0.00009229449,0.0002093332,0.0001867332,0.0001184719,0.0000250695,0.00001806665,0.0001257594,0.00000809595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990205,0.0002642143,0.0001118711,0.00003359719,0.00001370344,0.00001411095,0.0003008537,0.00000182048,0.000239382],"genre_scores_gemma":[0.999037,0.0001898194,0.00013034,0.00004207239,0.00002228425,0.0000193936,0.0004493881,0.000003739661,0.0001060336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004664199,"threshold_uncertainty_score":0.01053077,"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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