{"id":"W4322617193","doi":"10.1093/ije/dyad012","title":"Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19","year":2023,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"National Heart, Lung, and Blood Institute; Instituto de Salud Carlos III; Medical Research Council; Canadian Institutes of Health Research; Ipsen; All-India Institute of Medical Sciences; Scottish Funding Council; University of Cape Town; Imperial College London; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Biotechnology and Biological Sciences Research Council; Wellcome Trust; University College Dublin; Foreign, Commonwealth and Development Office; National Institute for Health Research Health Protection Research Unit; University of Oxford; Norges Forskningsråd; Health Research Board; National Institute for Health and Care Research; Ministero della Salute; Servier; Institut National de la Santé et de la Recherche Médicale; Sunnybrook Research Institute; Horizon 2020 Framework Programme; National Institute on Handicapped Research; European Federation of Pharmaceutical Industries and Associations; Sanofi; Wellcome; European Commission; Bill and Melinda Gates Foundation","keywords":"Medicine; Case fatality rate; Hazard ratio; Intensive care unit; Cohort; Mechanical ventilation; Proportional hazards model; Cohort study; Pediatrics; Internal medicine; Emergency medicine; Epidemiology; Confidence interval","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":[0.0007100476,0.000402872,0.0004545587,0.0009927716,0.0004309449,0.0008313908,0.0003577425,0.0004544353,0.00108044],"category_scores_gemma":[0.001872136,0.000315925,0.0005134798,0.001261308,0.0003490783,0.000674752,0.0007526496,0.0006396942,0.0002767301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003707765,"about_ca_system_score_gemma":0.0003478885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00543797,"about_ca_topic_score_gemma":0.003322458,"domain_scores_codex":[0.9995654,0.00007740042,0.00006266117,0.0001233959,0.00007576473,0.00009534189],"domain_scores_gemma":[0.9985613,0.0001794514,0.0007071779,0.0001350151,0.0001279062,0.0002890323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008073737,0.00001977951,0.9991172,0.000003972604,0.00002084082,0.00007672991,0.00005715814,0.0000538416,0.00007895605,0.000009146995,0.000108121,0.0003734145],"study_design_scores_gemma":[0.000009577296,0.00009011442,0.9989001,0.000005825294,0.00001079303,0.0004202785,0.0002206739,0.0001221527,0.00002433645,0.00001547763,0.0001757091,0.000004994494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977842,0.00008333379,0.00006116089,0.00003021473,0.000005436891,0.00001174168,0.001785513,0.000002473952,0.0002360236],"genre_scores_gemma":[0.9943612,0.0001092516,0.0000957222,0.00004409379,0.00001643507,0.00003342172,0.005221644,0.000004029098,0.0001141023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00543797,"threshold_uncertainty_score":0.01081264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07846578584324693,"score_gpt":0.491606284744905,"score_spread":0.413140498901658,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}