{"id":"W2130927464","doi":"10.1667/rr1880.1","title":"Animal Models for Medical Countermeasures to Radiation Exposure","year":2010,"lang":"en","type":"article","venue":"Radiation Research","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":425,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Radiological weapon; Population; Acute Radiation Syndrome; Food and drug administration; Medicine; Risk analysis (engineering); Intensive care medicine; Environmental health; Biology; Haematopoiesis; Surgery","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":[0.006830205,0.001509593,0.001300979,0.002800706,0.001240491,0.001421098,0.001951677,0.002300899,0.007610427],"category_scores_gemma":[0.002345463,0.0007722699,0.001697186,0.0008526345,0.00155779,0.001554384,0.00153296,0.00488503,0.001496635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019431,"about_ca_system_score_gemma":0.00099213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007595808,"about_ca_topic_score_gemma":0.002372489,"domain_scores_codex":[0.9953957,0.002221163,0.000366898,0.0005354959,0.00119328,0.0002874285],"domain_scores_gemma":[0.9971752,0.001171662,0.0004025316,0.00065927,0.000349493,0.0002418561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004046821,0.004105227,0.003842777,0.004156673,0.0004338439,0.001353496,0.001505796,0.00281769,0.7770972,0.04544366,0.03575009,0.1194467],"study_design_scores_gemma":[0.0008704243,0.03233279,0.008373962,0.002373043,0.0008339478,0.00464862,0.0009151663,0.004225138,0.3928108,0.01422782,0.5380841,0.000304209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2320298,0.09571907,0.5109189,0.02804455,0.009958836,0.01592357,0.008067121,0.003106799,0.09623133],"genre_scores_gemma":[0.3054283,0.1121812,0.4857689,0.00892031,0.001304878,0.02494526,0.008221384,0.0005025727,0.05272714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007610427,"threshold_uncertainty_score":0.03612196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621673985644608,"score_gpt":0.4205267548134682,"score_spread":0.3743100149570222,"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."}}