{"id":"W4401943523","doi":"10.1109/icdh62654.2024.00033","title":"Triage-Bot: An Assistive Triage Framework","year":2024,"lang":"en","type":"article","venue":"","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Queen's University","funders":"","keywords":"Triage; Computer science; Human–computer interaction; Medical emergency; Medicine","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":[0.0006539623,0.001012009,0.0006675969,0.0009878291,0.0005508111,0.00105987,0.002003169,0.001191733,0.005545356],"category_scores_gemma":[0.001391948,0.0004496766,0.000963816,0.0004971803,0.0004233216,0.001376128,0.001644406,0.0009793246,0.002360719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007070107,"about_ca_system_score_gemma":0.001231831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044048,"about_ca_topic_score_gemma":0.01315425,"domain_scores_codex":[0.9996688,0.00004930253,0.00003400711,0.00008689364,0.0001144494,0.00004658255],"domain_scores_gemma":[0.9997594,0.00007832478,0.00002365396,0.00003053167,0.00005588014,0.00005222359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001805805,0.0007057888,0.008116517,0.001686304,0.0003912868,0.001692567,0.001210768,0.06031216,0.03742212,0.04805698,0.2010142,0.6375855],"study_design_scores_gemma":[0.0002819382,0.0003669451,0.003743761,0.0003273921,0.0001713595,0.001092717,0.0002093883,0.7240845,0.01400532,0.04128335,0.214215,0.0002182833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007273244,0.001164392,0.9034095,0.0005910217,0.0002020647,0.0006239758,0.003001178,0.07873119,0.005003511],"genre_scores_gemma":[0.2283601,0.001987801,0.7392555,0.001424025,0.0002573796,0.001436397,0.01175124,0.002620373,0.01290721],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01044048,"threshold_uncertainty_score":0.02075946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04543338792794627,"score_gpt":0.3246950531013377,"score_spread":0.2792616651733914,"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."}}