{"id":"W2757848002","doi":"10.1093/pch/pxx111","title":"Paediatric emergency department overcrowding and adverse patient outcomes","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Stollery Children's Hospital; University of Alberta","funders":"Canadian Patient Safety Institute; Michael Smith Health Research BC; Child and Family Research Institute","keywords":"Overcrowding; Medicine; Odds ratio; Emergency department; Odds; Confidence interval; Quartile; Emergency medicine; Logistic regression; Crowding; Retrospective cohort study; Intensive care unit; Pediatrics; Internal medicine","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":[0.001597799,0.0002407223,0.0002684201,0.0007646694,0.0002940847,0.000620718,0.0004564181,0.0002764511,0.002131488],"category_scores_gemma":[0.0084411,0.0001709954,0.0004201837,0.001038946,0.0004385884,0.0004989,0.001073586,0.000769407,0.0001513591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879603,"about_ca_system_score_gemma":0.0009446127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00376226,"about_ca_topic_score_gemma":0.003399183,"domain_scores_codex":[0.9986235,0.0004420386,0.000215495,0.0001883293,0.0003291021,0.0002015158],"domain_scores_gemma":[0.9883822,0.001598747,0.007960921,0.0002815772,0.0006265528,0.001149995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001699916,0.000009693853,0.9991195,0.00001975047,0.00002242428,0.00005463117,0.00003532825,0.00004436835,0.0000173394,0.00001381447,0.00008547762,0.0005605353],"study_design_scores_gemma":[0.000001188819,0.00002842857,0.9993269,0.00002143727,0.000007529281,0.000286796,0.0001012731,0.00008244764,0.00001870049,0.00001869464,0.000104738,0.000001943743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975624,0.0006630432,0.0001232128,0.0002497053,0.00001595396,0.00001174776,0.0006301908,0.000005571282,0.0007382862],"genre_scores_gemma":[0.9991875,0.0002551767,0.0001279698,0.00003908563,0.00002266177,0.000008620284,0.0003133239,0.000001950585,0.00004374152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00376226,"threshold_uncertainty_score":0.008450031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781232236380347,"score_gpt":0.3086585098089563,"score_spread":0.2908461874451528,"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."}}