{"id":"W4388998485","doi":"10.51731/cjht.2023.791","title":"Emergency Department Overcrowding in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jewish General Hospital; Dalhousie University","keywords":"Overcrowding; Health care; Emergency department; Population; Medicine; Business; Nursing; Environmental health; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01201943,0.000510362,0.001716798,0.004411217,0.004664481,0.005323558,0.00300088,0.001465606,0.005094771],"category_scores_gemma":[0.03932505,0.0006626352,0.002057295,0.0112021,0.002309194,0.001532037,0.002449242,0.003345895,0.0002503975],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1384349,"about_ca_system_score_gemma":0.3880149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946916,"about_ca_topic_score_gemma":0.9972546,"domain_scores_codex":[0.9857901,0.001987167,0.002105474,0.001095679,0.007101404,0.001920136],"domain_scores_gemma":[0.9179915,0.009529509,0.00729481,0.0009454971,0.05646954,0.007769107],"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":[0.000812728,0.0001404559,0.1203551,0.05558577,0.002150889,0.0006690577,0.005864589,0.001558744,0.0003950921,0.01264014,0.424694,0.3751334],"study_design_scores_gemma":[0.0003635832,0.0002852558,0.4602084,0.1025015,0.002747977,0.0006072363,0.009143868,0.001396033,0.0005502134,0.002955769,0.418742,0.0004982289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03880621,0.6731704,0.001339646,0.2052913,0.005096532,0.001002763,0.03362057,0.0001359645,0.04153661],"genre_scores_gemma":[0.4666743,0.4521678,0.004837225,0.0585135,0.001891542,0.0006438921,0.0102519,0.0001114102,0.004908534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1384349,"threshold_uncertainty_score":0.9992934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264999769789492,"score_gpt":0.3018785889419661,"score_spread":0.2692285912440712,"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."}}