{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004662664,0.0001664481,0.0002838562,0.0006588174,0.0002807975,0.0001028979,0.0002839302,0.0003980761,0.0005089681],"category_scores_gemma":[0.008947442,0.0001581729,0.0001154616,0.0006143118,0.0001033723,0.0003016188,0.00004491197,0.0008705248,0.0002094277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903324,"about_ca_system_score_gemma":0.0008865641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004795576,"about_ca_topic_score_gemma":0.0000833215,"domain_scores_codex":[0.9960181,0.0002054842,0.000403091,0.0004808132,0.0022882,0.000604307],"domain_scores_gemma":[0.9963306,0.001258275,0.00006910347,0.0005126945,0.001024734,0.000804574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003675531,0.001017416,0.05703626,0.0006110003,0.0002767262,0.00007422124,0.002983914,0.001348939,0.1489029,0.04341294,0.3550674,0.3855928],"study_design_scores_gemma":[0.01301772,0.006529424,0.3395923,0.0001721953,0.00009384779,0.0001693297,0.0002962515,0.2755882,0.02714107,0.003832496,0.3327344,0.0008327254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551332,0.0003320117,0.004667364,0.03212189,0.0006790876,0.003383172,0.0000596788,0.0001992877,0.003424315],"genre_scores_gemma":[0.9935856,0.00005770819,0.002051871,0.001152498,0.001688702,0.0005136304,0.0001081987,0.00005529275,0.0007865168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.38476,"threshold_uncertainty_score":0.9994006,"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."}}