{"id":"W108551223","doi":"10.18632/oncoscience.94","title":"Low dose irradiation profoundly affects transcriptome and microRNAme in rat mammary gland tissues","year":2014,"lang":"en","type":"article","venue":"Oncoscience","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"U.S. Department of Energy","keywords":"Ionizing radiation; Cancer research; Transcriptome; Apoptosis; Cell cycle; Biology; microRNA; Signal transduction; Cell cycle checkpoint; Cancer; Biological pathway; Cell biology; Medicine; Gene expression; Gene; Irradiation; Genetics","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":[0.0005883524,0.000120305,0.0002059752,0.0001740159,0.00006246231,0.00005985742,0.0001131364,0.00007646915,0.000007964387],"category_scores_gemma":[0.0002511545,0.0001050571,0.00002385771,0.0002804151,0.0001116377,0.0004019031,0.00001653284,0.0001371835,0.00002079971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000842553,"about_ca_system_score_gemma":0.00008481169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004473625,"about_ca_topic_score_gemma":0.00008881582,"domain_scores_codex":[0.9989513,0.00008985071,0.0001391225,0.0003229598,0.0002569907,0.0002398069],"domain_scores_gemma":[0.9994271,0.0001196503,0.0000583046,0.0002172488,0.0000308425,0.0001468745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001241512,0.0002544764,0.1703177,0.0004466691,0.00000710343,0.00009529416,0.002270044,0.00002600609,0.7382988,0.000949609,0.001189366,0.08602083],"study_design_scores_gemma":[0.003144708,0.001025284,0.9645786,0.0002288795,0.00001781567,0.0001420263,0.0000281742,0.006493324,0.01420825,0.0002496491,0.009649699,0.0002336082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938726,0.0004944156,0.0008912617,0.002599227,0.000299314,0.0005009966,0.00000132034,0.00005981852,0.001281059],"genre_scores_gemma":[0.996493,0.00008943263,0.001906705,0.000740931,0.00009137574,0.00001992202,0.000006214681,0.0000104595,0.0006419604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7942609,"threshold_uncertainty_score":0.4284104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006708695329769543,"score_gpt":0.2586885303215559,"score_spread":0.2519798349917864,"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."}}