{"id":"W4401672261","doi":"10.52198/24.sti.44.wh1804","title":"Implementing Triage-Bot: Supporting the Current Practice for Triage Nurses","year":2024,"lang":"en","type":"article","venue":"Surgical Technology Online","topic":"AI in Service Interactions","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Triage; Medical emergency; 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":[0.003532865,0.0007785121,0.000393119,0.0007236304,0.001060363,0.002006751,0.001642542,0.001117409,0.002674944],"category_scores_gemma":[0.01326451,0.000357164,0.0002783609,0.0004374182,0.0005943377,0.001759212,0.001876646,0.001440827,0.001454323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842926,"about_ca_system_score_gemma":0.006473222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04463677,"about_ca_topic_score_gemma":0.05563533,"domain_scores_codex":[0.9981342,0.0005945685,0.0001247012,0.0003658542,0.0005784344,0.0002022788],"domain_scores_gemma":[0.9955426,0.001543706,0.0003362251,0.0002910105,0.001711748,0.0005748264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007261878,0.001046947,0.03487349,0.0005941633,0.00006876799,0.0005756753,0.003454567,0.01783238,0.02677488,0.002819392,0.04962757,0.8616059],"study_design_scores_gemma":[0.0003257531,0.0013511,0.02218836,0.0006919735,0.0001238085,0.0006213734,0.004132662,0.7794264,0.0360924,0.01005388,0.1446914,0.0003007801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2105642,0.001319179,0.6787249,0.02084724,0.001092,0.003262732,0.001351038,0.05662203,0.02621669],"genre_scores_gemma":[0.5118737,0.001040642,0.4730786,0.003877531,0.0002210135,0.0008345546,0.001324442,0.0004524427,0.007297051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04463677,"threshold_uncertainty_score":0.08875394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131872038896781,"score_gpt":0.4317335354852252,"score_spread":0.4004148150962574,"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."}}