{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003446702,0.0002869635,0.0005465813,0.0001669911,0.001558857,0.00001719258,0.000138904,0.00008819662,0.00007700127],"category_scores_gemma":[0.0005217518,0.0002347953,0.0002057464,0.000148096,0.00005821964,0.0001552049,0.0002657245,0.0003096225,0.00003192848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125847,"about_ca_system_score_gemma":0.0001303568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001759753,"about_ca_topic_score_gemma":0.00008300203,"domain_scores_codex":[0.9978916,0.00004433395,0.0006019381,0.0004527489,0.0004215479,0.0005878084],"domain_scores_gemma":[0.9983655,0.00004915262,0.0004311647,0.0006047084,0.0001185647,0.0004309269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002686143,0.00014659,0.9452205,0.000241401,0.00008851279,0.00002391597,0.0008902085,9.467468e-7,0.000001285721,0.0004482092,0.03335373,0.01955788],"study_design_scores_gemma":[0.001112923,0.0004123686,0.9502002,0.00003824595,0.0001513443,0.00001663178,0.0003310218,0.00001293148,0.000007927433,0.0001801831,0.04727967,0.0002565574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8912085,0.06150931,0.00005041339,0.02939593,0.003720164,0.001332847,0.0001613049,0.0001517507,0.0124698],"genre_scores_gemma":[0.9050475,0.09140903,0.0004990231,0.00215676,0.000655242,0.00003351312,0.00003467589,0.0000314798,0.0001327997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02989971,"threshold_uncertainty_score":0.999741,"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."}}