{"id":"W1999352130","doi":"10.1097/01.hp.0000339002.01323.24","title":"Anatomy of and Lessons Learned from a Canadian National-Scale Radiological Exercise: ExIT-08","year":2009,"lang":"en","type":"article","venue":"Health Physics","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Radiological weapon; Terrorism; Emergency response; Test (biology); Thunder; Psychology; Aeronautics; Medical education; Medicine; Political science; Engineering; Medical emergency; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004523991,0.0001171081,0.0003271918,0.0001151251,0.0003892725,0.0000058624,0.000117218,0.0000937697,0.0001015076],"category_scores_gemma":[0.00003521374,0.0001065551,0.00003805233,0.0002599857,0.00004757434,0.00007299727,0.00004153222,0.0002668836,0.00008249858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450064,"about_ca_system_score_gemma":0.000806996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0269125,"about_ca_topic_score_gemma":0.01137953,"domain_scores_codex":[0.9984261,0.0002979714,0.0003471191,0.0002564367,0.0002118252,0.0004605739],"domain_scores_gemma":[0.9990268,0.0001542465,0.0001644892,0.0002091131,0.00008611376,0.0003592392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003702741,0.0004077492,0.004844137,0.0004955668,0.00006235283,0.00001412235,0.02796831,0.00004347596,0.0001285173,0.1860041,0.2800364,0.499625],"study_design_scores_gemma":[0.002686993,0.00038549,0.2185714,0.0008183616,0.00004023695,7.557792e-7,0.008182994,0.0008793739,0.00002195317,0.2294903,0.5384883,0.0004338738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7492339,0.002240013,0.001894059,0.1482159,0.0005085659,0.002912299,0.0006834263,0.0001890482,0.09412275],"genre_scores_gemma":[0.9821825,0.001431259,0.0007621258,0.01425053,0.0001885249,0.00005226222,0.00009898238,0.00001257344,0.00102126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4991911,"threshold_uncertainty_score":0.9795673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1471217196089941,"score_gpt":0.4702534595624919,"score_spread":0.3231317399534978,"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."}}