{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002351361,0.001079144,0.001493033,0.003431717,0.0006037949,0.001645358,0.002092036,0.001679082,0.01195217],"category_scores_gemma":[0.01337104,0.0004314474,0.001311828,0.005851373,0.0003353313,0.0007083427,0.001763216,0.001589607,0.00795617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382914,"about_ca_system_score_gemma":0.003714592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01614795,"about_ca_topic_score_gemma":0.01984816,"domain_scores_codex":[0.9976715,0.0005055077,0.0006600437,0.0005932779,0.0003099847,0.0002596672],"domain_scores_gemma":[0.9936349,0.001936525,0.001413316,0.0009846572,0.001398467,0.0006321205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009704558,0.0001684371,0.05716293,0.002213288,0.0004454683,0.000298478,0.0001457649,0.001795758,0.0006130636,0.001909075,0.9216592,0.01261803],"study_design_scores_gemma":[0.001786957,0.0003128888,0.1685933,0.002213346,0.000527886,0.001161394,0.0005949526,0.004947761,0.001361115,0.004279265,0.8140003,0.0002208916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002270147,0.000214725,0.0002793665,0.0001917986,0.00004022787,0.00007317337,0.9962119,0.0001177266,0.0006009149],"genre_scores_gemma":[0.003649532,0.0001049728,0.0006527164,0.0001255081,0.00002947242,0.000242368,0.9950057,0.00002090023,0.0001687924],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01614795,"threshold_uncertainty_score":0.03998399,"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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