{"id":"W2097934537","doi":"10.2310/8000.2013.130842","title":"Predictors of admission to hospital of patients triaged as nonurgent using the Canadian Triage and Acuity Scale","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Triage; Medicine; Confidence interval; Odds ratio; Emergency medicine; Logistic regression; Emergency department; 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":[0.0005059275,0.0003496682,0.0005024449,0.00115399,0.001252183,0.00110617,0.00078821,0.0008607054,0.0035507],"category_scores_gemma":[0.007547823,0.0002816047,0.000748541,0.001860273,0.000520959,0.0005748478,0.0008146201,0.002031478,0.0002063306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002618287,"about_ca_system_score_gemma":0.006027017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3845912,"about_ca_topic_score_gemma":0.3763022,"domain_scores_codex":[0.9992125,0.00008273135,0.00007923099,0.00007665217,0.0002610999,0.0002878353],"domain_scores_gemma":[0.9956207,0.0007921784,0.001258769,0.000102551,0.0009434148,0.001282372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001188114,0.00003001135,0.998401,0.0000064807,0.00003094315,0.0000492069,0.0000857561,0.00006346408,0.00004748959,0.00004006158,0.0004614872,0.0006653832],"study_design_scores_gemma":[0.000007204637,0.00003249363,0.9986909,0.00001179619,0.00001994716,0.00007985526,0.0005409473,0.0003992588,0.00001757821,0.00004686129,0.0001449213,0.000008239009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996049,0.0003004983,0.00005907317,0.0004167699,0.00004570414,0.00002557772,0.000731689,0.00000826648,0.002363384],"genre_scores_gemma":[0.9989035,0.0001399944,0.00006668443,0.00005629864,0.00003258716,0.000008288527,0.0006067511,0.000002079058,0.0001838637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3845912,"threshold_uncertainty_score":0.7647052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04349814351269649,"score_gpt":0.3182164666575153,"score_spread":0.2747183231448188,"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."}}