{"id":"W4307639193","doi":"10.1136/bmjpo-2022-001657","title":"Paediatric COVID-19 mortality: a database analysis of the impact of health resource disparity","year":2022,"lang":"en","type":"article","venue":"BMJ Paediatrics Open","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; University of British Columbia","funders":"Instituto de Salud Carlos III; Medical Research Council; Canadian Institutes of Health Research; All-India Institute of Medical Sciences; Prince Charles Hospital Foundation; Foreign, Commonwealth and Development Office; National Institute for Health Research Health Protection Research Unit; University of Oxford; Norges Forskningsråd; Imperial College London; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Cape Town; Public Health England; Wellcome Trust; University College Dublin; Department for International Development; European Federation of Pharmaceutical Industries and Associations; Health Research Board; National Institute for Health and Care Research; Ministero della Salute; Institut National de la Santé et de la Recherche Médicale; Sunnybrook Research Institute; Australian Research Council; Firland Foundation; National Institutes of Health; Kementerian Kesihatan Malaysia; European Commission; Bill and Melinda Gates Foundation","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Mechanical ventilation; Mortality rate; Pediatrics; Univariate analysis; Emergency medicine; Internal medicine; Disease; Infectious disease (medical specialty); Multivariate analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.009261762,0.0002400005,0.00116789,0.001045124,0.0003776306,0.00003220072,0.001044875,0.0000608139,0.000684074],"category_scores_gemma":[0.00799705,0.000178435,0.0008404591,0.0104095,0.0001108961,0.0001591503,0.002244387,0.0004771813,0.000002099073],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418859,"about_ca_system_score_gemma":0.005865889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04473408,"about_ca_topic_score_gemma":0.0002962355,"domain_scores_codex":[0.994945,0.001342233,0.001241658,0.0006702446,0.001376377,0.0004244662],"domain_scores_gemma":[0.994328,0.0006895988,0.001652003,0.002707511,0.0001608853,0.0004619665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003981109,0.0007946107,0.9427624,0.0003290015,0.001134036,0.00001143066,0.0006902832,0.01898259,0.00008177005,0.00008552903,0.03366446,0.001065813],"study_design_scores_gemma":[0.001903593,0.0005377981,0.9850097,0.000008273522,0.003164829,0.00002666309,0.0005871971,0.002965033,0.00001924419,0.0001254714,0.00544394,0.0002082801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742027,0.001663719,0.001009356,0.01419029,0.00024301,0.005078256,0.003152327,0.00005533823,0.0004049949],"genre_scores_gemma":[0.9961597,0.0001301292,0.0002319393,0.002345199,0.0001773483,0.0001369695,0.0005823667,0.00003146918,0.0002048767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04443784,"threshold_uncertainty_score":0.9997699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142770453523586,"score_gpt":0.4641257194645991,"score_spread":0.3498486741122405,"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."}}