{"id":"W4252466679","doi":"10.1017/s1049023x16000856","title":"Mass-gathering Medicine: Risks and Patient Presentations at a 2-day Electronic Dance Music Event - Year Two","year":2016,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Coquitlam College; Douglas College; University of British Columbia","funders":"","keywords":"Mass gathering; Dance; Electronic dance music; Event (particle physics); Medical emergency; Medicine; Psychology; Medical education; Visual arts; Art; Nursing; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002314464,0.0002661237,0.0004471027,0.0001097345,0.000125728,0.000005941621,0.00006852645,0.0000824265,0.0007337045],"category_scores_gemma":[0.0001951105,0.0001498329,0.00003378056,0.0001358485,0.0005014493,0.0001323994,0.00009450191,0.0002122479,0.00003976911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060472,"about_ca_system_score_gemma":0.00004117217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002321905,"about_ca_topic_score_gemma":0.00005795763,"domain_scores_codex":[0.9980465,0.00006609566,0.0004850256,0.0004756352,0.0004077621,0.0005189605],"domain_scores_gemma":[0.9988384,0.0002041033,0.0001432454,0.0003102882,0.00006594013,0.0004379785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00145346,0.0004521019,0.5520148,0.001144068,0.0005937286,0.0001894214,0.1309059,0.00000572665,0.04542813,0.006496843,0.01454924,0.2467666],"study_design_scores_gemma":[0.02697641,0.01001354,0.8977537,0.005804008,0.0008284234,0.0003128305,0.009331523,0.0002703815,0.001031466,0.007247193,0.03958973,0.00084084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686942,0.01019692,0.0005846436,0.01512188,0.0003818352,0.0007823312,0.00001129789,0.0000869939,0.00413993],"genre_scores_gemma":[0.9954818,0.001317955,0.0001117554,0.0007444573,0.0005173114,0.00007336451,0.0000148584,0.00003859819,0.001699919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3457389,"threshold_uncertainty_score":0.803355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768205998497736,"score_gpt":0.3165071847128316,"score_spread":0.2888251247278542,"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."}}