{"id":"W3208205316","doi":"10.1080/09553002.2021.2000659","title":"What if a major radiation incident happened during a pandemic? – Considerations of the impact on biodosimetry","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Biodosimetry; Pandemic; Coronavirus disease 2019 (COVID-19); Risk analysis (engineering); Preparedness; Medicine; Medical emergency; Political science; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004476939,0.0001495228,0.0003432198,0.0004158268,0.00006980668,0.00006316507,0.0001787245,0.0001605978,0.0003438256],"category_scores_gemma":[0.002146632,0.0001029408,0.0003510487,0.0002351174,0.00007974656,0.0003848029,0.00004298274,0.0003065856,0.00001223807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004576023,"about_ca_system_score_gemma":0.0006191758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002177773,"about_ca_topic_score_gemma":0.00000807866,"domain_scores_codex":[0.9981794,0.0003074211,0.0007599909,0.000167279,0.000442935,0.0001429723],"domain_scores_gemma":[0.9970431,0.0006022385,0.0010679,0.0002174355,0.0009666123,0.0001027445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007622517,0.0004269721,0.7185217,0.00002341194,0.001359784,0.0001020124,0.0007387307,0.003539712,0.2550653,0.001828529,0.001822351,0.01580933],"study_design_scores_gemma":[0.003658086,0.0003820579,0.8315439,0.0001642214,0.00009036068,0.001734657,0.000146978,0.0003480351,0.1602756,0.0009862171,0.0005717335,0.00009812759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864035,0.001404654,0.0002147394,0.009244608,0.002390813,0.0001943658,0.0000373964,0.00001259677,0.00009732501],"genre_scores_gemma":[0.99705,0.0009136229,0.0002092803,0.001048525,0.0006391019,0.000004521637,0.0000440071,0.00001407761,0.00007684076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1130223,"threshold_uncertainty_score":0.4197805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192738327941935,"score_gpt":0.3305407639467915,"score_spread":0.3186133806673722,"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."}}