{"id":"W1981586717","doi":"10.1111/j.1365-2753.2006.00759.x","title":"Mental health triage in the ER: a qualitative study","year":2007,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre; Lawson Health Research Institute","funders":"","keywords":"Triage; Mental health; Workload; Qualitative research; Focus group; Stressor; Nursing; Medicine; Intervention (counseling); Psychology; Psychiatry; Sociology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1467066,0.00007676848,0.0003984187,0.0001503369,0.00006313768,0.000008501309,0.00008131785,0.00004693664,0.00006822402],"category_scores_gemma":[0.06411526,0.00004678961,0.0001265355,0.0004244177,0.00004948692,0.0002976645,0.00001855439,0.0009177029,0.00000685336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779852,"about_ca_system_score_gemma":0.0003552345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005928944,"about_ca_topic_score_gemma":0.0002907446,"domain_scores_codex":[0.9886432,0.006632245,0.002862093,0.0001497642,0.001534651,0.0001780786],"domain_scores_gemma":[0.9846065,0.01290281,0.001440496,0.0001495451,0.0008282163,0.00007239973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0142126,0.01932248,0.07930261,0.00005233343,0.0007415317,0.0005441153,0.7124338,0.00002372625,0.00001669635,0.0005063854,0.08363973,0.08920404],"study_design_scores_gemma":[0.009783143,0.005578928,0.266037,0.0001297236,0.0002292027,0.0001207167,0.7022754,0.00004671665,0.000001240201,0.0005944147,0.01514408,0.0000593698],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9045309,0.003255887,0.0001303468,0.08371032,0.001133777,0.001238471,0.000001528031,0.000002550361,0.005996263],"genre_scores_gemma":[0.9914608,0.0012123,0.001034183,0.005822693,0.0004336976,0.000005687848,0.000001679943,0.000004854308,0.00002413066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867345,"threshold_uncertainty_score":0.9437681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3177476779541,"score_gpt":0.668054129425682,"score_spread":0.350306451471582,"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."}}