{"id":"W3021382491","doi":"10.1101/2020.05.05.20091751","title":"COVID-19 Infection in Children: Estimating Pediatric Morbidity and Mortality","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta; Children's Hospital of Eastern Ontario; Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Pediatrics; Coronavirus disease 2019 (COVID-19); Incidence (geometry); Mortality rate; Pandemic; Intensive care unit; Government (linguistics); Disease; Emergency medicine; Intensive care medicine; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003274713,0.0005888192,0.0008680712,0.01076583,0.0002382365,0.001346003,0.0005788283,0.0005307113,0.00220282],"category_scores_gemma":[0.009241178,0.000401995,0.001324025,0.008594208,0.0004969382,0.001124567,0.0007685815,0.0007407904,0.000499933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008048502,"about_ca_system_score_gemma":0.001399723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006622028,"about_ca_topic_score_gemma":0.006582013,"domain_scores_codex":[0.9972997,0.0008038997,0.0007978826,0.0003151252,0.0006498628,0.0001335138],"domain_scores_gemma":[0.9909515,0.003066625,0.004524842,0.0001612491,0.0009429308,0.0003527582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001606772,0.0000187095,0.9602934,0.005644939,0.0007331659,0.0002524694,0.0001823046,0.0002058107,0.0001284761,0.0001928649,0.003461435,0.02872587],"study_design_scores_gemma":[0.00003708048,0.0002010092,0.9703297,0.01016829,0.001072949,0.003626133,0.001107059,0.0005871463,0.0003520599,0.0003499391,0.01213541,0.00003311887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4142218,0.5028291,0.003809765,0.002093668,0.0002718919,0.0006330049,0.06345093,0.0001441684,0.01254577],"genre_scores_gemma":[0.8112087,0.1594236,0.008725636,0.0004944684,0.0004055532,0.000508807,0.01863138,0.00003855962,0.0005633433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01076583,"threshold_uncertainty_score":0.01731855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186527010298506,"score_gpt":0.4232300354461595,"score_spread":0.3045773344163089,"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."}}