{"id":"W2008821522","doi":"10.1016/j.ienj.2013.01.005","title":"Reducing uncertainty in triaging mental health presentations: Examining triage decision-making","year":2013,"lang":"en","type":"review","venue":"International Emergency Nursing","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Triage; Mental health; Emotive; Medicine; Health care; Nursing; Psychology; MEDLINE; Mental illness; Medical emergency; 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":[0.008601288,0.001052872,0.00333157,0.00307825,0.0005499306,0.002371284,0.001772734,0.001529554,0.002553712],"category_scores_gemma":[0.04544242,0.0005028505,0.00256317,0.003909448,0.0008025523,0.002601071,0.001043088,0.001945773,0.0002105136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212949,"about_ca_system_score_gemma":0.007510286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009151631,"about_ca_topic_score_gemma":0.01987152,"domain_scores_codex":[0.9953305,0.002439321,0.0008507947,0.0003219843,0.0009240232,0.0001334838],"domain_scores_gemma":[0.9615009,0.0339456,0.002349211,0.0002384444,0.001758515,0.0002072779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003834637,0.000250022,0.005349548,0.1629345,0.004662927,0.0001096825,0.0009392698,0.0007006414,0.0001273339,0.00209407,0.004242398,0.8182063],"study_design_scores_gemma":[0.0008658666,0.001532063,0.04911655,0.7147394,0.03893851,0.001752388,0.007283589,0.001916575,0.001153391,0.01804107,0.164323,0.0003375782],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001723747,0.9965774,0.0002163707,0.0007312873,0.0001013919,0.00004590815,0.00003407683,0.000002008366,0.0005678153],"genre_scores_gemma":[0.01599535,0.9817241,0.001538923,0.0004466843,0.0001184389,0.00005831084,0.00004690424,0.000001649776,0.00006958505],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009151631,"threshold_uncertainty_score":0.04548854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060680048997227,"score_gpt":0.4752328237756278,"score_spread":0.3691648188759051,"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."}}