{"id":"W1605275764","doi":"10.1111/acem.12682","title":"Crowding Measures Associated With the Quality of Emergency Department Care: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto; Alberta Health Services; Alberta Health; University of Alberta; Institute for Clinical Evaluative Sciences; University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Crowding; Medicine; Observational study; Emergency department; Quality (philosophy); Cross-sectional study; MEDLINE; Cohort study; Family medicine; Data extraction; Clinical study design; Randomized controlled trial; Clinical trial; Nursing; Surgery; Pathology","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":[0.02249285,0.001803178,0.01032611,0.01694772,0.001184934,0.004029907,0.002301626,0.002290108,0.002870353],"category_scores_gemma":[0.1045956,0.001627692,0.008857987,0.01754055,0.001572863,0.003781854,0.002338595,0.001433384,0.0001929392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007158531,"about_ca_system_score_gemma":0.0200629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000234,"about_ca_topic_score_gemma":0.02252055,"domain_scores_codex":[0.969334,0.01122395,0.01174568,0.001805521,0.00532085,0.000569895],"domain_scores_gemma":[0.8921774,0.07474114,0.0230155,0.001223521,0.008061792,0.0007806396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002094157,0.00002667472,0.003998119,0.9539151,0.01569128,0.0001009514,0.0004430468,0.0001333332,0.00008583772,0.0001807683,0.0008623797,0.02435314],"study_design_scores_gemma":[0.0003355285,0.0002969211,0.01458185,0.889698,0.08711231,0.0003718086,0.000748785,0.0001983206,0.0001902444,0.0002818139,0.006115174,0.00006917472],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004256343,0.9934522,0.0002498458,0.0003423879,0.0001238778,0.0009108955,0.0003919919,0.00001037917,0.0002620165],"genre_scores_gemma":[0.0669629,0.9269298,0.002187198,0.000563528,0.0001800215,0.002674151,0.0003756296,0.000009393575,0.0001173133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02249285,"threshold_uncertainty_score":0.118955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1883512163632308,"score_gpt":0.4583056282954901,"score_spread":0.2699544119322593,"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."}}