{"id":"W4238119320","doi":"10.1097/sih.0b013e31818276b8","title":"Effective Management of Sarin Exposure","year":2008,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sarin; Chemical warfare; Terrorism; Chemical Warfare Agents; Personal protective equipment; Health care; Medical emergency; Curriculum; Public relations; Medicine; Political science; Psychology; Computer security; Business; Engineering; Law; Coronavirus disease 2019 (COVID-19); Computer science; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002398156,0.000529431,0.0004071632,0.0008071908,0.000952861,0.0007936466,0.0004795429,0.001492036,0.008900264],"category_scores_gemma":[0.001138099,0.0001135371,0.0004756602,0.0002820983,0.0004036006,0.001212763,0.0009976494,0.001948208,0.002733794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004538504,"about_ca_system_score_gemma":0.0008937739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003761316,"about_ca_topic_score_gemma":0.0008392787,"domain_scores_codex":[0.9997583,0.00004615396,0.00002592709,0.00002761125,0.00007080866,0.00007119415],"domain_scores_gemma":[0.9997174,0.00004606826,0.00006775155,0.00002245824,0.00006147355,0.00008477162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002972392,0.001184829,0.03844189,0.000984778,0.00005516108,0.2505661,0.001074955,0.001805292,0.01199875,0.01468228,0.1367485,0.5421601],"study_design_scores_gemma":[0.00008823251,0.001608822,0.04967045,0.002368099,0.00006949306,0.5817782,0.002515236,0.004453615,0.008209771,0.01814849,0.3309944,0.00009509343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2446704,0.07746352,0.1001058,0.1078267,0.007647962,0.001656119,0.0007774881,0.002447604,0.4574045],"genre_scores_gemma":[0.8607962,0.04345254,0.02359406,0.01851718,0.006581304,0.0004152172,0.0008127411,0.0001470513,0.04568365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008900264,"threshold_uncertainty_score":0.02977431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277733104882802,"score_gpt":0.3207727900557644,"score_spread":0.2929994795674842,"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."}}