{"id":"W1988403570","doi":"10.12927/hcq.2013.20884","title":"Tracking Emergency Department Overcrowding in a Tertiary Care Academic Institution","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Overcrowding; Triage; Medicine; Emergency department; Emergency medicine; Tertiary care; Academic institution; Quartile; Medical emergency; Internal medicine; Nursing","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":[0.001595327,0.0003619576,0.0004230213,0.002354556,0.001581028,0.001432078,0.001824325,0.0003849633,0.0009837099],"category_scores_gemma":[0.006125367,0.0003405918,0.0003286635,0.004141435,0.0007019268,0.0007721312,0.0022161,0.0006953504,0.0001695192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01554176,"about_ca_system_score_gemma":0.01317224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7681658,"about_ca_topic_score_gemma":0.8045466,"domain_scores_codex":[0.9976469,0.0002625267,0.000176396,0.0003538201,0.0008391151,0.0007212005],"domain_scores_gemma":[0.9933606,0.0005141138,0.001932065,0.0002132995,0.00212923,0.001850717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005603601,0.00004033021,0.9937326,0.00002720898,0.00002439102,0.0001009299,0.000941394,0.0001975583,0.0001805414,0.00003854249,0.0007259179,0.003934479],"study_design_scores_gemma":[0.000002676163,0.00005117703,0.9968196,0.00001905152,0.00000650347,0.00005697967,0.001875302,0.0007626283,0.00008694529,0.00001096608,0.0002985783,0.000009576473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982256,0.0001250427,0.0001122191,0.0001653205,0.00000391553,0.00003798366,0.0007367198,0.00001944465,0.000573712],"genre_scores_gemma":[0.9987831,0.0001337131,0.0002734952,0.00006881911,0.000007035861,0.00001640034,0.0006124296,0.000003272504,0.0001018014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7681658,"threshold_uncertainty_score":0.466399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537185125173098,"score_gpt":0.3487379913839601,"score_spread":0.3233661401322291,"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."}}