{"id":"W2097360556","doi":"10.1093/mutage/geu017","title":"Low-dose radiation from 18F-FDG PET does not increase cancer frequency or shorten latency but reduces kidney disease in cancer-prone Trp53+/− mice","year":2014,"lang":"en","type":"article","venue":"Mutagenesis","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"McMaster University; U.S. Department of Energy","keywords":"Ionizing radiation; Medicine; Nuclear medicine; Latency stage; Cancer; Positron emission tomography; Irradiation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002701033,0.000322352,0.0004987932,0.0002890852,0.0001351173,0.0000672673,0.0002132915,0.00006950738,0.00208515],"category_scores_gemma":[0.0007035938,0.0002429475,0.0001170402,0.0004155266,0.00007426263,0.0004359656,0.0000403245,0.0001879019,0.00006463746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753233,"about_ca_system_score_gemma":0.0009396418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04808363,"about_ca_topic_score_gemma":0.001285371,"domain_scores_codex":[0.9977455,0.0001802202,0.0005570725,0.0006557154,0.0004166791,0.000444841],"domain_scores_gemma":[0.9983966,0.000137995,0.0002074425,0.0004599796,0.00009617054,0.0007017928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001536476,0.0005277545,0.5591142,0.0003256334,0.0002382588,0.0005116964,0.001296646,0.0002511012,0.2650652,0.00001809478,0.002533167,0.1685818],"study_design_scores_gemma":[0.003823122,0.00008259476,0.857532,0.0005780369,0.000627982,0.000006852565,0.000179226,0.01118079,0.1224742,0.0001146386,0.002796689,0.0006039377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886085,0.001553321,0.00003107255,0.007482327,0.0006257658,0.0005705449,0.000710251,0.0001181982,0.0003000368],"genre_scores_gemma":[0.9897456,0.002395466,0.0003277474,0.003499926,0.001177241,0.0003611883,0.0003639513,0.00006649696,0.002062359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2984178,"threshold_uncertainty_score":0.9988271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632887056532308,"score_gpt":0.2851516838213338,"score_spread":0.2688228132560108,"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."}}