{"id":"W2322858812","doi":"10.1097/01.eem.0000294650.52489.bd","title":"Another Option for Triage","year":2006,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medical emergency; Medicine; Reliability (semiconductor)","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":[0.0005695543,0.0001147871,0.0001960386,0.0001041064,0.000220098,6.764029e-7,0.0001097928,0.00006548115,0.01214272],"category_scores_gemma":[0.0001353799,0.00008355366,0.00005951048,0.0001521595,0.0000185169,0.0000585629,0.00002879424,0.00009850993,0.0003998399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003541418,"about_ca_system_score_gemma":0.00002796874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063324,"about_ca_topic_score_gemma":0.0006604794,"domain_scores_codex":[0.9985745,0.0001556361,0.0005808889,0.000199456,0.0001657902,0.0003237082],"domain_scores_gemma":[0.9993885,0.00009049521,0.0001542699,0.0002603302,0.00006170908,0.00004467242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523605,0.00004361313,0.001280733,0.0001068651,0.00001204019,6.826124e-7,0.001503326,0.000002815366,0.00105565,0.01390645,0.9795403,0.002395146],"study_design_scores_gemma":[0.001794063,0.0001450172,0.003166313,0.00006599662,0.00002972055,7.655407e-8,0.002579051,0.00005475543,0.00001180173,0.005609371,0.9864561,0.00008774296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08473628,0.0008396996,0.09306325,0.01707308,0.009262961,0.003280771,0.00001361224,0.0002133917,0.791517],"genre_scores_gemma":[0.08413102,0.0002914657,0.0004829535,0.002577251,0.006119062,0.001003522,0.0001129099,0.0000582388,0.9052235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1137066,"threshold_uncertainty_score":0.9887603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1297106595449762,"score_gpt":0.4727218077573686,"score_spread":0.3430111482123924,"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."}}