{"id":"W1587544763","doi":"10.1002/9781444303674.ch8","title":"Emergency Department Overcrowding","year":2008,"lang":"en","type":"other","venue":"","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Overcrowding; Emergency department; History; Geography; Operations research; Psychology; Political science; Engineering; Law; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001127354,0.0006220479,0.001144133,0.008680563,0.0006709769,0.001769941,0.0008922313,0.001108156,0.1629237],"category_scores_gemma":[0.01432365,0.0003211566,0.001234579,0.009369454,0.0002087666,0.00196546,0.001200808,0.0008667693,0.01441945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960597,"about_ca_system_score_gemma":0.003139238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008229456,"about_ca_topic_score_gemma":0.01566863,"domain_scores_codex":[0.9983774,0.0003999455,0.0005178503,0.0001711091,0.0004156352,0.0001180047],"domain_scores_gemma":[0.9939674,0.003490757,0.001198173,0.00009930519,0.001030434,0.0002139752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001199299,0.00005776426,0.005473041,0.04977514,0.0001329972,0.000647705,0.0002751823,0.0001425958,0.0001103308,0.002631124,0.6602482,0.2803861],"study_design_scores_gemma":[0.0001029977,0.00007325089,0.03596273,0.1507398,0.0002861457,0.002864253,0.002499742,0.00009813951,0.0002269264,0.00133187,0.8057631,0.00005107357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.007079269,0.5701205,0.001250419,0.02232958,0.009894117,0.002924649,0.09711011,0.0002356184,0.2890557],"genre_scores_gemma":[0.04902826,0.8275735,0.004298089,0.01788484,0.006906025,0.003401152,0.04136371,0.000160545,0.04938389],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1629237,"threshold_uncertainty_score":0.5450341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234461744503789,"score_gpt":0.2979566396885991,"score_spread":0.2756120222435612,"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."}}