{"id":"W4381386279","doi":"10.1017/s1049023x23002261","title":"Triage at Mass Gathering Events: Not an Emergency Department, and Not (Necessarily) a Disaster","year":2023,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Triage; Mass-casualty incident; Presentation (obstetrics); Medical emergency; Event (particle physics); Medicine; Emergency department; Mass gathering; Computer science; Poison control; Nursing; Human factors and ergonomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04164863,0.0008144652,0.002330238,0.004638454,0.001292691,0.004808062,0.002401302,0.002308478,0.01463727],"category_scores_gemma":[0.1593163,0.0006306827,0.001853753,0.007223495,0.00253075,0.007258805,0.002636789,0.001959589,0.003925051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003370203,"about_ca_system_score_gemma":0.008794196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003526277,"about_ca_topic_score_gemma":0.003206528,"domain_scores_codex":[0.9517717,0.02503691,0.01136756,0.0033112,0.007696296,0.0008163354],"domain_scores_gemma":[0.7946433,0.1458378,0.03569709,0.005480124,0.01700018,0.001341448],"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":[0.001643645,0.00008566536,0.01106179,0.4047547,0.001078045,0.0007241042,0.008439816,0.0003758648,0.0009998142,0.01720813,0.09180543,0.461823],"study_design_scores_gemma":[0.0003189853,0.0006340427,0.02977403,0.475343,0.001812549,0.002839312,0.01081898,0.0003379365,0.00130584,0.01538095,0.4612775,0.0001567409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02405379,0.8341687,0.0239441,0.04636912,0.01112461,0.005472066,0.009200723,0.0003629487,0.04530405],"genre_scores_gemma":[0.2725139,0.6137794,0.04179829,0.03265832,0.01236155,0.01246342,0.007305373,0.0003205807,0.006799181],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04164863,"threshold_uncertainty_score":0.2202616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250354609755013,"score_gpt":0.3293372539189762,"score_spread":0.286833707821426,"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."}}