{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035237,0.0002634334,0.0005828803,0.002828395,0.0003012007,0.001056551,0.0007429406,0.0004455413,0.001294565],"category_scores_gemma":[0.00864359,0.0002305648,0.0009418098,0.005820249,0.0002485254,0.0008426588,0.001351156,0.0005438933,0.0001858267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009620604,"about_ca_system_score_gemma":0.0009518157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01456479,"about_ca_topic_score_gemma":0.01235841,"domain_scores_codex":[0.996677,0.001338619,0.0005835642,0.0005705975,0.0005009979,0.0003291429],"domain_scores_gemma":[0.9920458,0.002239716,0.003912138,0.0006639301,0.0006885537,0.0004498851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022409,0.0000174722,0.9979511,0.00004346191,0.0001774565,0.00004232914,0.00006261948,0.0001308181,0.00003063789,0.0000452471,0.0003992154,0.0009973515],"study_design_scores_gemma":[0.00001513636,0.00006338616,0.9976432,0.00003841205,0.00008092252,0.0002275653,0.0004053121,0.0009687061,0.00005822669,0.0000276396,0.0004653418,0.000006145816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98207,0.0004317048,0.0001650688,0.0001554311,0.000005369664,0.00004840082,0.01664026,0.000009372552,0.0004743362],"genre_scores_gemma":[0.9859704,0.0002469096,0.0003247559,0.0000555762,0.00000997088,0.00006951962,0.01326999,0.000004723724,0.00004807481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01456479,"threshold_uncertainty_score":0.02895999,"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."}}