{"id":"W4289455663","doi":"10.5055/ajdm.2022.0420","title":"Chemical, biological, radiological, nuclear, and explosives (CBRNEs) preparedness for sporting event mass gatherings: A systematic review of the literature","year":2022,"lang":"en","type":"review","venue":"American Journal of Disaster Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fogarty International Center; National Institute on Drug Abuse","keywords":"Radiological weapon; Preparedness; Explosive material; Event (particle physics); Medical emergency; Mass-casualty incident; Forensic engineering; Medicine; Engineering; Poison control; Suicide prevention; History; Surgery; Political science; Physics; Archaeology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001867261,0.0005610343,0.007567929,0.0001897974,0.00009456102,0.00001131732,0.0006006877,0.0001517566,0.0001674797],"category_scores_gemma":[0.003680084,0.0002469528,0.0009467592,0.0007583725,0.0009368807,0.00005563483,0.0001387766,0.00113107,7.531665e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007165,"about_ca_system_score_gemma":0.000252556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002958869,"about_ca_topic_score_gemma":5.731612e-8,"domain_scores_codex":[0.9942848,0.0007007411,0.003585785,0.0004188958,0.0006266267,0.0003831501],"domain_scores_gemma":[0.9906566,0.001127678,0.006997345,0.0006298654,0.000263418,0.000325093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001269658,0.000119916,0.000009428482,0.9565166,0.0007391512,0.00006135501,0.007521419,8.966727e-8,0.00003621238,0.00001666219,0.0005792175,0.03427294],"study_design_scores_gemma":[0.0006023213,0.002277772,0.000002943036,0.8514238,0.005407153,0.002781891,0.008250392,0.000001060151,5.165285e-7,0.00001434763,0.129039,0.0001987862],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003555916,0.9919453,0.00001622579,0.0007688381,0.0003384691,0.003284022,0.00003886782,0.00001853896,0.00003384024],"genre_scores_gemma":[0.000875171,0.9964363,0.000561732,0.001364198,0.0004387185,0.0001831105,0.00003533972,0.00007586027,0.00002955699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1284598,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0532298780869617,"score_gpt":0.3654048164801752,"score_spread":0.3121749383932135,"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."}}