{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347764,0.0006385582,0.0003231505,0.0008963567,0.01138102,0.00349035,0.0018941,0.002187631,0.009288671],"category_scores_gemma":[0.001961646,0.0003745133,0.0003939275,0.0006945722,0.005083883,0.001110308,0.003775425,0.003562604,0.001868056],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01790305,"about_ca_system_score_gemma":0.02569583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7091175,"about_ca_topic_score_gemma":0.9395832,"domain_scores_codex":[0.9982356,0.0003752655,0.00002499583,0.0001684202,0.0005453999,0.0006503014],"domain_scores_gemma":[0.9988313,0.0001257523,0.00002488669,0.00003315105,0.000319995,0.0006649314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003102396,0.001624153,0.01434135,0.0007022105,0.00002747115,0.008679143,0.3614533,0.002690394,0.01316973,0.02639453,0.2448365,0.325771],"study_design_scores_gemma":[0.00002889141,0.0002639311,0.02137629,0.0004486345,0.00001537016,0.002201037,0.236606,0.0008175421,0.001636934,0.003435737,0.7330278,0.0001419325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2926347,0.002265895,0.02079643,0.03964524,0.001570475,0.001071733,0.0009287123,0.0008561747,0.6402307],"genre_scores_gemma":[0.6484399,0.003583868,0.04584979,0.005011799,0.0001746483,0.0003600779,0.0007608092,0.0003322316,0.2954869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.982097,"threshold_uncertainty_score":0.5851911,"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."}}