{"id":"W4416605956","doi":"10.1111/php.70059","title":"Transcriptional benchmark dose modeling of ultraviolet radiation‐induced genomic activation in mouse skin","year":2025,"lang":"en","type":"article","venue":"Photochemistry and Photobiology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"Health Canada","keywords":"Transcriptome; Benchmark (surveying); DNA damage; In vivo; Gene; Downregulation and upregulation; Oxidative stress; Ultraviolet radiation; Skin cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0001365238,0.00009751628,0.0002001559,0.000099622,0.0000375284,0.000003846352,0.00004117979,0.0001468043,0.0001111025],"category_scores_gemma":[0.00005279972,0.00009749265,0.00004497254,0.0001262094,0.00003740098,0.0000284317,0.000009817171,0.0001992008,5.016756e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004901394,"about_ca_system_score_gemma":0.00008341155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001605724,"about_ca_topic_score_gemma":0.000003391696,"domain_scores_codex":[0.9993471,0.00002595344,0.0002574685,0.0002091078,0.00004060203,0.0001197794],"domain_scores_gemma":[0.9997251,0.00004395451,0.00005135863,0.0001084524,0.00003659351,0.00003452783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003308523,0.00007237916,0.002226977,0.0001087467,0.00002602611,6.586151e-7,0.0001728503,0.000112462,0.995962,0.00006820237,0.000008852383,0.0009099691],"study_design_scores_gemma":[0.001796255,0.00003436954,0.005960779,0.00009787427,0.00001529545,0.00001454908,0.000169181,0.006433157,0.9849506,0.0003415631,0.0001064447,0.00007991872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974069,0.0001073894,0.000456208,0.0001501035,0.0000454768,0.0003583384,0.00001060736,0.0000150942,0.001449854],"genre_scores_gemma":[0.9991855,0.00005671413,0.0001077088,0.0002714228,0.0000331585,0.00008208148,0.00009680221,0.000004808701,0.0001617925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101141,"threshold_uncertainty_score":0.3975635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486948379747286,"score_gpt":0.2725915013915637,"score_spread":0.2577220175940909,"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."}}