{"id":"W3042658607","doi":"10.1088/1361-6498/aba5a9","title":"Projecting thyroid cancer risk to the general public from radiation exposure following hypothetical severe nuclear accidents in Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Radiological Protection","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Health Canada; Canadian Nuclear Safety Commission","funders":"Health Canada; Canadian Nuclear Safety Commission","keywords":"Thyroid cancer; Risk assessment; Medicine; Population; Nuclear power plant; Environmental health; Nuclear power; Environmental science; Nuclear medicine; Cancer; Risk analysis (engineering); Computer science; Internal medicine; Computer security; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003597468,0.00009927885,0.0001709517,0.00002685188,0.0001434492,0.00004185297,0.000204415,0.00006138408,0.000403212],"category_scores_gemma":[0.0005189438,0.00006286084,0.00008409992,0.0002826874,0.00001849869,0.0002647275,0.00002961171,0.0004990629,0.00001262967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010736,"about_ca_system_score_gemma":0.00007981907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1754705,"about_ca_topic_score_gemma":0.1483861,"domain_scores_codex":[0.9986252,0.000350281,0.000315331,0.0001830678,0.0003524904,0.0001736092],"domain_scores_gemma":[0.9995597,0.00006963305,0.000154551,0.00006037419,0.00001515214,0.0001406085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004324814,0.00006572659,0.6850972,0.000003366266,0.0001026155,0.00007115549,0.002458062,0.0422895,0.02718574,0.00001588419,0.001371819,0.2409065],"study_design_scores_gemma":[0.0007706372,0.0003193606,0.9860588,0.00001062108,0.00002056395,0.0000253378,0.0004735856,0.007577993,0.0003145297,0.00007582072,0.004227847,0.0001249472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98801,0.00007334903,0.003023943,0.008125166,0.0002733295,0.0003542887,0.000004657039,0.000008262362,0.0001269823],"genre_scores_gemma":[0.9983615,0.00005260007,0.0002605481,0.001039548,0.0002557654,0.00001594769,5.359865e-7,0.00000802093,0.000005591497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3009616,"threshold_uncertainty_score":0.8671536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318806685924926,"score_gpt":0.2240123134547934,"score_spread":0.2008242465955441,"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."}}