{"id":"W1988624089","doi":"10.1093/rpd/ncq206","title":"Medical preparedness for chemical, biological, radiological, nuclear, and explosives (CBRNE) events: gaps and recommendations","year":2010,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Disaster Response and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Defence Research and Development Canada","funders":"","keywords":"Radiological weapon; Preparedness; Emergency response; Emergency management; Medical emergency; Medicine; Political science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02820936,0.00193247,0.002297631,0.003217798,0.004508551,0.007490543,0.007451952,0.01061284,0.01988829],"category_scores_gemma":[0.03823729,0.001096465,0.001691175,0.003087052,0.002975105,0.01161933,0.007442794,0.01133304,0.003196136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01293617,"about_ca_system_score_gemma":0.09423528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09818612,"about_ca_topic_score_gemma":0.1351853,"domain_scores_codex":[0.986985,0.003734191,0.00256483,0.0008658436,0.003264722,0.002585327],"domain_scores_gemma":[0.9180873,0.03164416,0.004610897,0.001420337,0.02815072,0.01608651],"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":[0.0003144446,0.0008248052,0.007616516,0.01979868,0.0001291857,0.0006919068,0.004548691,0.002154073,0.0009308843,0.009908515,0.4996554,0.453427],"study_design_scores_gemma":[0.0001989705,0.0005271202,0.02458967,0.0855822,0.0004348659,0.0007379625,0.1455303,0.004301492,0.001484653,0.02714589,0.709067,0.0003997738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003407415,0.0976697,0.002513278,0.8811244,0.005607351,0.0004168361,0.0009745983,0.0003227848,0.007963488],"genre_scores_gemma":[0.1657671,0.5416186,0.08249319,0.1707188,0.008521148,0.003260113,0.005989148,0.0002353998,0.02139631],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09818612,"threshold_uncertainty_score":0.1952292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05129738350172382,"score_gpt":0.3842890967976152,"score_spread":0.3329917132958914,"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."}}