{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004461758,0.0003391181,0.0002447998,0.0002386416,0.00007683342,0.0002931822,0.0002646723,0.0002732854,0.0005107735],"category_scores_gemma":[0.0003889813,0.0001449129,0.0003836226,0.0002199064,0.0002081072,0.0001427001,0.000194587,0.0003468871,0.0001328921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676083,"about_ca_system_score_gemma":0.0001486518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008033277,"about_ca_topic_score_gemma":0.0006512319,"domain_scores_codex":[0.9998025,0.00004845927,0.000008076637,0.00005502515,0.00006843948,0.0000174595],"domain_scores_gemma":[0.9998234,0.00007986199,0.00003789866,0.0000255025,0.00002734689,0.00000609514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002460438,0.00006905197,0.004125007,0.00008046797,0.00002717228,0.00003186927,0.00003155899,0.08885876,0.9013225,0.0004062371,0.00006010208,0.0047411],"study_design_scores_gemma":[0.00001307258,0.0006613422,0.01661193,0.00001037146,0.00003986353,0.00004593239,0.00006253849,0.3552877,0.6256011,0.0007488102,0.0008938168,0.0000235464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8960313,0.0003109818,0.1017514,0.00004045953,0.00000801096,0.00004553597,0.0007984875,0.000216497,0.0007973529],"genre_scores_gemma":[0.9801426,0.0002881686,0.01812658,0.00002736326,0.000002098417,0.0001192731,0.0005645407,0.0000265961,0.0007028634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008033277,"threshold_uncertainty_score":0.002667248,"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."}}