{"id":"W2011006143","doi":"10.1002/em.20361","title":"Epigenetic changes and nontargeted radiation effects—Is there a link?","year":2008,"lang":"en","type":"review","venue":"Environmental and Molecular Mutagenesis","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"National Aeronautics and Space Administration; U.S. Department of Energy","keywords":"Epigenetics; Link (geometry); Biology; Genetics; Computational biology; Bioinformatics; Computer science; Gene; Computer network","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006489325,0.0004945968,0.0010556,0.0001695229,0.0001099987,0.0000188644,0.00006879637,0.0003849735,0.00007527206],"category_scores_gemma":[0.00001846152,0.000420238,0.0002337737,0.00008060773,0.0001265771,0.00003059272,0.00008066363,0.0002057462,0.00007877005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114317,"about_ca_system_score_gemma":0.00003580108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001280573,"about_ca_topic_score_gemma":0.000001388839,"domain_scores_codex":[0.9984553,0.000173049,0.0002609824,0.0005825578,0.0002716151,0.0002564645],"domain_scores_gemma":[0.9991462,0.00009425795,0.0001792682,0.0003304245,0.000003261375,0.0002466272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007433102,0.00005018424,0.0002469018,0.004490478,0.000334456,0.0003541038,0.0001221871,1.618258e-7,0.001111357,0.000001082333,0.00009561734,0.9931861],"study_design_scores_gemma":[0.0009376348,0.0006019349,0.006106233,0.001445863,0.001931283,0.0007088479,0.00001077182,0.00001577648,0.002265576,0.000003875301,0.985442,0.0005301688],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01711791,0.9809594,0.00003935881,0.0001623593,0.00007592026,0.00149733,0.00005624721,0.0000372707,0.00005424038],"genre_scores_gemma":[0.004278528,0.9937124,0.0003051914,0.0005179236,0.0001515429,0.0001887402,0.0004015116,0.000107245,0.0003368914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9926559,"threshold_uncertainty_score":0.9998249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006808058802183216,"score_gpt":0.2397708570342835,"score_spread":0.2329627982321003,"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."}}