{"id":"W3094678624","doi":"10.1136/emermed-2020-210273","title":"Paediatric patients seen in 18 emergency departments during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Vancouver Coastal Health; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pandemic; Emergency department; Emergency medicine; Population; Public health; Coronavirus disease 2019 (COVID-19); Pediatrics; Medical emergency; Environmental health; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004008455,0.000258971,0.0003634222,0.001082252,0.0007957306,0.0007169166,0.0006064082,0.0004011832,0.001517144],"category_scores_gemma":[0.001612298,0.0003161909,0.0002657948,0.00229452,0.0004952304,0.0003788305,0.0007338599,0.0006577047,0.0001646913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003142425,"about_ca_system_score_gemma":0.002375572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2009673,"about_ca_topic_score_gemma":0.3570983,"domain_scores_codex":[0.9989084,0.000110598,0.0001413881,0.0001790371,0.0002594477,0.0004011088],"domain_scores_gemma":[0.9986842,0.0001719267,0.000643038,0.00004300065,0.0002027196,0.0002551333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006155021,0.00001575915,0.9969496,0.00003274217,0.00001599576,0.0006223537,0.0003744251,0.00004892472,0.000104757,0.000008914732,0.000295118,0.001469783],"study_design_scores_gemma":[0.000002781447,0.00003031993,0.9984699,0.00001627192,0.000006002919,0.0005586768,0.0005399171,0.00002574179,0.00004947513,0.000003201474,0.0002954823,0.000002399463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976768,0.0003006104,0.00002457235,0.00004117339,0.000006477963,0.00002391215,0.001162807,0.000006038897,0.0007576371],"genre_scores_gemma":[0.9978366,0.0003809183,0.00006752658,0.00006263494,0.00001097652,0.00001875585,0.001384155,0.000002986348,0.0002354086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2009673,"threshold_uncertainty_score":0.399595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577461663423706,"score_gpt":0.4272582242073328,"score_spread":0.2695120578649622,"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."}}