{"id":"W2559819341","doi":"10.1017/s1049023x16001205","title":"Mortality at Music Festivals: Academic and Grey Literature for Case Finding","year":2016,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Royal Columbian Hospital; University of Victoria; Vancouver Coastal Health","funders":"","keywords":"Attendance; Medicine; Injury prevention; Grey literature; Poison control; Suicide prevention; Mortality rate; Occupational safety and health; Retrospective cohort study; Medical emergency; Demography; Emergency medicine; MEDLINE; Surgery; Sociology","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":[0.0005514546,0.0001782773,0.000368518,0.00006142475,0.0001355917,0.000004757646,0.00003154192,0.0002056258,0.0001105671],"category_scores_gemma":[0.000843187,0.00009370979,0.00005025596,0.00005972943,0.0003051091,0.0001855005,0.00007071986,0.000168507,0.000003772396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001859308,"about_ca_system_score_gemma":0.000009534533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001004628,"about_ca_topic_score_gemma":0.000006671036,"domain_scores_codex":[0.9989275,0.00007034648,0.0003130229,0.0003541662,0.00009043247,0.0002445615],"domain_scores_gemma":[0.9990574,0.0004306829,0.00009769546,0.0001612057,0.00004576453,0.0002072589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001267592,0.00006834754,0.8786587,0.001188781,0.000216049,0.0006200675,0.0106922,4.094141e-8,0.01880349,0.002439545,0.008643322,0.07740182],"study_design_scores_gemma":[0.01145159,0.003806045,0.9324556,0.00574834,0.001139641,0.01087729,0.001142807,0.00009544277,0.001060979,0.02516443,0.006474861,0.0005830018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868922,0.005558102,0.000595966,0.005340785,0.0003314437,0.0005343396,0.00004622584,0.00003545859,0.0006655393],"genre_scores_gemma":[0.9950106,0.0003694484,0.0001611892,0.001007427,0.0005972097,0.00004912619,0.00004419262,0.00001310758,0.002747682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07681882,"threshold_uncertainty_score":0.3821374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06392703083488181,"score_gpt":0.3633440104391776,"score_spread":0.2994169796042958,"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."}}