{"id":"W2030581703","doi":"10.1016/j.jen.2005.12.028","title":"An Algorithm to Improve a Nurse's Sense of Effectiveness in Triaging Psychiatric Emergencies","year":2006,"lang":"en","type":"article","venue":"Journal of Emergency Nursing","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care","funders":"","keywords":"Triage; Emergency department; Medicine; Medical emergency; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008642611,0.0002399384,0.0007388444,0.0007718278,0.00008864061,0.000004783949,0.0001076062,0.00008801471,0.00006461332],"category_scores_gemma":[0.000122816,0.0002057812,0.000363674,0.001209407,0.00004457177,0.0002443437,0.000009969736,0.0003014336,0.000001914661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479524,"about_ca_system_score_gemma":0.0001107866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002593757,"about_ca_topic_score_gemma":0.00003961498,"domain_scores_codex":[0.9974591,0.0001672363,0.001289124,0.0002426252,0.0004666313,0.0003752522],"domain_scores_gemma":[0.9984681,0.00004180603,0.0004774983,0.0002305261,0.0006284883,0.0001535963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003237436,0.005928705,0.2650513,0.001137334,0.0005653778,0.0004782565,0.008624783,0.001358742,0.4853444,0.0007602159,0.01605199,0.2114615],"study_design_scores_gemma":[0.007509028,0.007444158,0.9113663,0.00437429,0.00143118,0.0004048709,0.007533264,0.001304878,0.04968338,0.005934776,0.001995061,0.001018853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793323,0.007310651,0.004477964,0.000585229,0.006356392,0.0003741073,0.00001073444,0.00001563787,0.001537043],"genre_scores_gemma":[0.9904866,0.000936103,0.007204405,0.00002407231,0.001248574,0.00000580835,0.000003791997,0.00003456958,0.00005614308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.646315,"threshold_uncertainty_score":0.8391515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112629466720174,"score_gpt":0.3395996819802143,"score_spread":0.328336735308197,"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."}}