{"id":"W4417264167","doi":"10.1017/dmp.2025.10244","title":"Proceedings of the 17th Coordination Meeting of the WHO Radiation Emergency Medical Preparedness and Assistance Network—13-15 September, 2023—Seoul, Republic of Korea","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Preparedness; Radiation Accidents; Disaster planning; Disaster medicine; Emergency management; Disaster preparedness; Poison control; Occupational safety and health","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":[0.002695321,0.0008282326,0.0004459167,0.0005538039,0.0009920587,0.001565766,0.0008403227,0.001390185,0.0884942],"category_scores_gemma":[0.001987104,0.0002512072,0.0005291546,0.0003273495,0.0003635563,0.000523903,0.001409741,0.001534602,0.02110139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494955,"about_ca_system_score_gemma":0.004189809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116326,"about_ca_topic_score_gemma":0.02599635,"domain_scores_codex":[0.9991775,0.0003042418,0.00007293084,0.00009491178,0.0001829467,0.0001675019],"domain_scores_gemma":[0.9986085,0.0001609598,0.00009815309,0.00005061183,0.0005318077,0.0005499228],"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":[0.0002660093,0.00006936317,0.002520636,0.0003094585,0.00003642508,0.0001993114,0.0001371382,0.0001897547,0.0005850604,0.0005854558,0.9467089,0.04839247],"study_design_scores_gemma":[0.00005756353,0.00008765981,0.008473704,0.0005634503,0.00003454821,0.0001673705,0.0005737059,0.0002075546,0.0005666675,0.0005402839,0.9887123,0.00001518809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02757395,0.05069068,0.01138297,0.2321613,0.1997321,0.003164469,0.04062135,0.000919417,0.4337539],"genre_scores_gemma":[0.1210339,0.03761522,0.01222865,0.02361037,0.02289687,0.001924465,0.03069633,0.000976058,0.7490181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0884942,"threshold_uncertainty_score":0.2960426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800253276008713,"score_gpt":0.3177850488181315,"score_spread":0.2997825160580443,"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."}}