{"id":"W4288684979","doi":"10.1038/s41597-022-01534-9","title":"ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19","year":2022,"lang":"en","type":"article","venue":"Scientific Data","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital; Misericordia Community Hospital; BC Children's Hospital; University of British Columbia; Sinai Health System; Sturgeon Community Hospital; London Health Sciences Centre; Mount Sinai Hospital; Royal Columbian Hospital; Kingston Health Sciences Centre; Joseph Brant Hospital; University of Alberta; University Health Network; St. Joseph’s Healthcare Hamilton; Alberta Children's Hospital; Red Deer Regional Hospital; Grey Nuns Community Hospital; SickKids Foundation; University of Manitoba; University of Northern British Columbia; Children's Hospital of Eastern Ontario; Vancouver General Hospital; North York General Hospital; St Joseph's Health Centre; Centre Hospitalier Universitaire de Sherbrooke; Toronto East General Hospital; Foothills Medical Centre; McMaster University; Mills Memorial Hospital; Lions Gate Hospital; Centre Hospitalier Universitaire Sainte-Justine; Ottawa Hospital; Royal Alexandra Hospital; Hôpital du Sacré-Cœur de Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Health Sciences Centre; McGill University Health Centre; Etobicoke General Hospital; Montreal Children's Hospital; Hôpital de l'Enfant-Jésus; Brantford Energy (Canada); Island Health; Sunnybrook Health Science Centre; Humber River Regional Hospital; St. Boniface Hospital; Institut universitaire de cardiologie et de pneumologie de Québec; Centre Hospitalier de l’Université de Montréal","funders":"Foreign, Commonwealth and Development Office; Medical Research Council; Kementerian Pendidikan Nasional; Public Health England; Minderoo Foundation; University of Oxford; Imperial College London; Canadian Institutes of Health Research; National Institute of General Medical Sciences; National Institute for Health and Care Research; National Heart, Lung, and Blood Institute; National Institute for Health Research Health Protection Research Unit; Wellcome Trust; Bill and Melinda Gates Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Emergency medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); MEDLINE; Intensive care medicine; 2019-20 coronavirus outbreak; Medical emergency; Internal medicine; Outbreak; Pathology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005966531,0.0003474607,0.0008208125,0.0002755149,0.001343399,0.0001862606,0.002901353,0.00005768604,0.002731781],"category_scores_gemma":[0.06488205,0.0002717859,0.00009029872,0.002564732,0.00211119,0.0005215695,0.009999564,0.0004841597,0.00006460258],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785169,"about_ca_system_score_gemma":0.006935909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527052,"about_ca_topic_score_gemma":0.0002447556,"domain_scores_codex":[0.9916327,0.0004002783,0.0008719112,0.002374594,0.003912172,0.0008083475],"domain_scores_gemma":[0.9890535,0.001391273,0.0005091242,0.007105424,0.0004010521,0.001539644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003752529,0.001321004,0.1548255,0.000654663,0.0002839247,0.0001760302,0.0001849694,0.00006924733,0.00001902945,0.0001299765,0.8380403,0.0005428782],"study_design_scores_gemma":[0.01045102,0.001066287,0.01859762,0.00002464197,0.0002658663,0.000005995308,0.0002452136,0.0002964761,0.00001114972,0.0004756356,0.9682601,0.0003000058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01100413,0.0001271732,0.002977398,0.005648083,0.0005491392,0.002586614,0.9768939,0.00009751585,0.0001160626],"genre_scores_gemma":[0.1634224,0.00004993609,0.002313711,0.007461851,0.00007197633,0.0002592544,0.8257862,0.00004209696,0.0005925589],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1524183,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0842770208689757,"score_gpt":0.4518196059931076,"score_spread":0.3675425851241318,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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