{"id":"W2941176721","doi":"10.1017/s1049023x11002445","title":"(A260) Triage Decision-Making in Intoxication","year":2011,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medicine; Medical emergency; Protocol (science); Scale (ratio); Gold standard (test); Intensive care medicine; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000590939,0.0001318614,0.0002311711,0.0001705131,0.0001134147,0.000004149409,0.0001269597,0.00006921896,0.001378476],"category_scores_gemma":[0.0002724091,0.00009166844,0.00002114763,0.0001614989,0.00008782962,0.0001861106,0.0001923828,0.0001894896,0.0001782279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003059589,"about_ca_system_score_gemma":0.00001857293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009898209,"about_ca_topic_score_gemma":0.00009507258,"domain_scores_codex":[0.9986729,0.0001426604,0.0004668369,0.000261744,0.0001703373,0.0002854938],"domain_scores_gemma":[0.9992332,0.0002823349,0.0001061002,0.0002497377,0.00002716204,0.0001014978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001704681,0.0003405417,0.1355395,0.0003623278,0.00003980616,0.00006271476,0.5277053,3.17632e-7,0.0001239384,0.01814461,0.01142149,0.3045548],"study_design_scores_gemma":[0.006372564,0.0009876742,0.7707627,0.003458831,0.00007576553,0.000003936319,0.1283687,0.0001280932,0.000008015032,0.06053981,0.02885788,0.0004360322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8319875,0.0004228975,0.002459344,0.0005030343,0.0004768099,0.0006114224,0.000002684612,0.00004074674,0.1634956],"genre_scores_gemma":[0.9964882,0.00006813359,0.0003748409,0.001366295,0.0001262634,0.0001202835,0.000005996284,0.00001025089,0.001439763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6352232,"threshold_uncertainty_score":0.9995344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07759634715439265,"score_gpt":0.4111739432052444,"score_spread":0.3335775960508518,"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."}}