{"id":"W3165543517","doi":"10.1097/pec.0000000000002484","title":"Effect of the COVID-19 Pandemic on Patient Volumes, Acuity, and Outcomes in Pediatric Emergency Departments","year":2021,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University; University of Manitoba; University of Alberta; McMaster Children's Hospital; Western University; University of Toronto; Montreal Children's Hospital; University of Ottawa; McGill University; Children's Hospital of Eastern Ontario; BC Children's Hospital; SickKids Foundation; Alberta Children's Hospital; Izaak Walton Killam Health Centre; Stollery Children's Hospital; University of Saskatchewan; Hospital for Sick Children","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Emergency medicine; Intensive care; Betacoronavirus; Medical emergency; Coronavirus Infections; MEDLINE; Pediatrics; Intensive care medicine; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak","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":[0.001979625,0.0003044469,0.0002430326,0.0006296548,0.000361151,0.0007923839,0.0006379642,0.0004144986,0.001326528],"category_scores_gemma":[0.01254733,0.0001807154,0.0005849182,0.00109335,0.0004206029,0.0007602796,0.0008481963,0.0009057024,0.00009843571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316144,"about_ca_system_score_gemma":0.00252886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1123129,"about_ca_topic_score_gemma":0.1107346,"domain_scores_codex":[0.9975052,0.0007767641,0.0002111694,0.0003163462,0.0006627832,0.0005276132],"domain_scores_gemma":[0.9913152,0.001393105,0.005410905,0.0002675178,0.0008135542,0.0007996475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009529285,0.00002861595,0.9979115,0.00001613313,0.0000570274,0.00002758535,0.00006189688,0.0001104376,0.00002476603,0.00001692646,0.0001535042,0.001496273],"study_design_scores_gemma":[0.000002934067,0.00005453614,0.9994924,0.00001004317,0.000009826737,0.0000384056,0.0001518083,0.0001317329,0.00001802965,0.00000723969,0.00008090006,0.000002141165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974987,0.0005161501,0.0000921866,0.0002584747,0.0000144409,0.00001995589,0.0009624243,0.000004695223,0.000633013],"genre_scores_gemma":[0.9989498,0.0001984176,0.00009925492,0.00005837974,0.00002176502,0.00001362789,0.0006053851,0.000001765107,0.00005160968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123129,"threshold_uncertainty_score":0.2233182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469820340685035,"score_gpt":0.3803469890582055,"score_spread":0.3456487856513552,"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."}}