{"id":"W4319748851","doi":"10.29337/ijsp.183","title":"Recommendations for Intraoperative Adverse Events Data Collection in Clinical Studies and Study Protocols. An ICARUS Global Surgical Collaboration Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Surgery Protocols","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Surgery; Universitätsklinikum Hamburg-Eppendorf; University of North Carolina at Chapel Hill; University of Texas MD Anderson Cancer Center; School of Medicine, University of Kansas; National Institutes of Health; Universitair Medisch Centrum Groningen; University of Ioannina; Università degli Studi di Ferrara; Humanitas Research Hospital; Wojskowy Instytut Medyczny; I.M. Sechenov First Moscow State Medical University; Konyang University; Paracelsus Medizinische Privatuniversität; Norfolk and Norwich University Hospitals NHS Foundation Trust; Università degli Studi di Brescia; RWTH Aachen University; Università degli Studi di Torino; Centre Hospitalier Universitaire de Nice; Al-Azhar University; National Taiwan University; Melanoma Institute Australia; University of Bern; Universidad de Chile; Jikei University School of Medicine; Medizinische Universität Wien; Università degli Studi di Firenze; National Taiwan University Hospital; Technische Universität München; Queen's University; Università degli Studi di Parma; Universidade de São Paulo; Rutgers Cancer Institute of New Jersey; Università degli Studi dell'Insubria; Southwest Hospital; Leids Universitair Medisch Centrum; Gazi Üniversitesi; Inyuvesi Yakwazulu-Natali; Università degli Studi di Genova; Universiti Malaya; Universiteit Gent; James Cook University; Royal Marsden NHS Foundation Trust; Aristotle University of Thessaloniki; Sahlgrenska Universitetssjukhuset; Università degli Studi di Padova; Inselspital, Universitätsspital Bern; Fundación Valle del Lili; Universität Heidelberg; Seoul National University Bundang Hospital; Fudan University; Universidad Complutense de Madrid; Universiteit Maastricht; Catholic University of Korea; Universiteit Leiden; Centre Hospitalier Universitaire Vaudois; National Cancer Institute; University of South Carolina; KU Leuven; Seoul National University; Cairo University; Maastricht Universitair Medisch Centrum; University College Cork; Cleveland Clinic; University of Bristol; University of California, San Diego; Université Laval; Universidade Federal de Santa Catarina; University of Cincinnati; Lunds Universitet; Medizinische Universität Innsbruck; Universitat de Barcelona; Imperial College London; King's College London; Dalhousie University; Mansoura University; University of East Anglia; Johns Hopkins University; Sheffield Teaching Hospitals NHS Foundation Trust; Universität Innsbruck; Kasturba Medical College, Manipal; Royal Free London NHS Foundation Trust; Iran University of Medical Sciences; Università degli Studi di Milano; Universität Wien; Medizinischen Hochschule Hannover; Università di Bologna; Singapore General Hospital; Royal Devon and Exeter NHS Foundation Trust; BC Children's Hospital; University of Patras; Helsingin Yliopisto; University of Hong Kong; University Hospitals Birmingham NHS Foundation Trust; Universität Basel; Universitair Ziekenhuis Gent; Beni-Suef University; West Virginia University; Università Campus Bio-Medico di Roma; Università degli Studi di Verona; Kaiser Permanente; Università degli Studi di Napoli Federico II; Rijksuniversiteit Groningen; University of Southern California","keywords":"ICARUS; Data collection; Standardization; Event (particle physics); Set (abstract data type); Medical physics; Medicine; Computer science; Physics","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.762243,0.004662159,0.009031783,0.02787835,0.00662325,0.01994771,0.0145934,0.0202941,0.02950531],"category_scores_gemma":[0.8321216,0.008388137,0.01454377,0.02914858,0.01005995,0.02295107,0.0153109,0.02019589,0.03215102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290261,"about_ca_system_score_gemma":0.1345608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006837953,"about_ca_topic_score_gemma":0.01015896,"domain_scores_codex":[0.1605568,0.626491,0.1725037,0.006233469,0.03015551,0.004059684],"domain_scores_gemma":[0.06332342,0.5293425,0.1112779,0.08418508,0.1984932,0.01337781],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002386699,0.001417811,0.007550802,0.06023975,0.0009284164,0.0005363532,0.008519799,0.001927423,0.001142871,0.01683936,0.6147978,0.2837128],"study_design_scores_gemma":[0.009233283,0.001794522,0.02224197,0.2219597,0.001231998,0.0005968757,0.008578386,0.004946539,0.002544457,0.02930756,0.6963782,0.001186552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.003857679,0.01630235,0.1521135,0.1252982,0.01743677,0.6182441,0.02653419,0.005305667,0.03490762],"genre_scores_gemma":[0.006111954,0.004711287,0.3385414,0.02024712,0.001925559,0.6184555,0.006111735,0.0006553662,0.003240087],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.237757,"threshold_uncertainty_score":0.2931968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.626726517591046,"score_gpt":0.666319968444774,"score_spread":0.03959345085372801,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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