{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002897091,0.0001282304,0.0009399007,0.0004577532,0.00002138647,0.000004316009,0.0003667423,0.00008826204,0.000162644],"category_scores_gemma":[0.1342728,0.00008589017,0.000153566,0.0001176599,0.0004864445,0.0001363263,0.0001861325,0.000258052,0.000002808901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415988,"about_ca_system_score_gemma":0.0002722941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133954,"about_ca_topic_score_gemma":0.000004354762,"domain_scores_codex":[0.9973047,0.0002578044,0.001370963,0.0001989435,0.0006798682,0.0001877479],"domain_scores_gemma":[0.9859138,0.01072248,0.001218667,0.0001732929,0.001677059,0.0002946738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00172747,0.0002857714,0.9926208,0.00005760217,0.001368181,0.00007881203,0.0001065322,0.00006079318,0.00003984977,0.0006637647,0.0003993969,0.002590973],"study_design_scores_gemma":[0.003267811,0.001149363,0.9894894,0.00008686101,0.00008667307,0.00001350355,0.00002138834,0.0003624939,0.00001301607,0.001351243,0.004094075,0.00006411896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841651,0.00002229418,0.0008017743,0.01399339,0.0005679274,0.0001726486,0.000197716,0.00001078238,0.00006842161],"genre_scores_gemma":[0.9944927,0.001125267,0.001423741,0.002575689,0.0001658082,0.000005297206,0.0001047893,0.00001192295,0.00009475571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313757,"threshold_uncertainty_score":0.8730196,"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."}}