{"id":"W4398203558","doi":"10.1007/s00403-024-02923-3","title":"Signatures of epigenetic, biological and mitotic age acceleration and telomere shortening are associated with arsenic-induced skin lesions","year":2024,"lang":"en","type":"article","venue":"Archives of Dermatological Research","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Women's College Hospital; University of Toronto; McGill University; McGill University Health Centre","funders":"","keywords":"Telomere; Biological age; Epigenetics; Arsenic; Mitosis; Biology; Skin Aging; Cancer research; Medicine; Genetics; DNA; Evolutionary biology; Chemistry; Dermatology; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359056,0.0001715282,0.0002231973,0.0007937279,0.0001760268,0.0004281448,0.0001462378,0.0002697406,0.00209162],"category_scores_gemma":[0.0003818699,0.0001613295,0.0001849229,0.0005759222,0.0001547513,0.0001642584,0.0001722827,0.0002629877,0.0002591842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060181,"about_ca_system_score_gemma":0.00009734776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005213766,"about_ca_topic_score_gemma":0.00070936,"domain_scores_codex":[0.9998829,0.00001615578,0.00001029835,0.00004165938,0.00002723896,0.00002164746],"domain_scores_gemma":[0.9995937,0.00003987934,0.0002274145,0.00003525009,0.00005699609,0.00004692557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00229531,0.0001190498,0.5471965,0.00009147976,0.0001871115,0.0004513858,0.000172151,0.0001977417,0.4361227,0.0001572671,0.0001709823,0.01283834],"study_design_scores_gemma":[0.000004439446,0.0001234131,0.9896134,0.000003339785,0.00004458745,0.0007035243,0.0001025995,0.0002136301,0.008757739,0.0001057526,0.0003228482,0.000004683944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983178,0.0004491258,0.0003823726,0.00002243606,0.000005653336,0.000004466117,0.0002581782,0.00002192984,0.0005379878],"genre_scores_gemma":[0.9988924,0.0001423606,0.0001490176,0.000007357657,0.000006535927,0.000003606282,0.0001477921,0.000004070005,0.0006468619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00209162,"threshold_uncertainty_score":0.006997168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09258232514807753,"score_gpt":0.3353312995131909,"score_spread":0.2427489743651134,"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."}}