{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0111133,0.0001776426,0.000618035,0.0004466924,0.0003688916,0.000009596553,0.0004873354,0.0001262922,0.00003422031],"category_scores_gemma":[0.004780245,0.0001487849,0.00007491822,0.0008581594,0.00007007094,0.001156207,0.00026874,0.0004590543,0.00001182074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004263734,"about_ca_system_score_gemma":0.00134234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000308123,"about_ca_topic_score_gemma":0.0005644758,"domain_scores_codex":[0.99333,0.002613624,0.00261516,0.0004127733,0.0007633039,0.0002651505],"domain_scores_gemma":[0.9934822,0.002356972,0.001577907,0.0003211472,0.002086799,0.0001749654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003480913,0.002964531,0.9692333,0.00005511755,0.0004024891,0.00005296403,0.006176865,0.0000562952,0.00000205645,0.00006604749,0.01164285,0.005866549],"study_design_scores_gemma":[0.01388999,0.002596438,0.844616,0.001370432,0.00006509684,0.00001870689,0.08880754,0.001030646,0.000002928316,0.0007085417,0.04664702,0.000246663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7270781,0.000007110287,0.0002996563,0.006744262,0.002109236,0.2634722,0.0001921713,0.00005400323,0.0000432797],"genre_scores_gemma":[0.6770824,0.00005488694,0.0006173172,0.0002038917,0.0007339354,0.3209316,0.0002142206,0.00002122895,0.0001405467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246173,"threshold_uncertainty_score":0.6067271,"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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