{"id":"W2183148040","doi":"10.1017/s1481803500013968","title":"Emergency department use by CTAS Levels IV and V patients","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Emergency department; Triage; Referral; Family medicine; Pediatric emergency medicine; Emergency medicine; Medical emergency; Emergency physician; Nursing","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":[0.0003404665,0.0002261071,0.0003897344,0.001541216,0.0005223237,0.001073714,0.0003448504,0.0006223144,0.009321063],"category_scores_gemma":[0.00643552,0.0001898957,0.000686595,0.001333357,0.0002016242,0.0007376106,0.0004761129,0.0008854214,0.0006222549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008389177,"about_ca_system_score_gemma":0.001365127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02381803,"about_ca_topic_score_gemma":0.03304525,"domain_scores_codex":[0.9990793,0.0001731226,0.0001182918,0.0001008222,0.0002344316,0.0002940344],"domain_scores_gemma":[0.9969909,0.0007759475,0.001075982,0.0001266556,0.0003905089,0.0006399294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002252326,0.00004034902,0.9946371,0.0000191765,0.00006040636,0.0002517952,0.0001029423,0.00004045135,0.0001899405,0.0001055483,0.001309348,0.003017769],"study_design_scores_gemma":[0.00002133115,0.0001279444,0.9954457,0.00004656021,0.00005654784,0.001458688,0.0006765883,0.0002670299,0.0001510039,0.0001218335,0.001614058,0.00001262286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817154,0.0009619375,0.0001247362,0.0007252164,0.00006915033,0.00003821653,0.003282118,0.00001620267,0.01306709],"genre_scores_gemma":[0.9967881,0.0004144563,0.00008891788,0.0002752734,0.00007366189,0.00001905654,0.001131507,0.000007988107,0.001201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02381803,"threshold_uncertainty_score":0.04735881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05498795357967471,"score_gpt":0.3098950372689204,"score_spread":0.2549070836892457,"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."}}