{"id":"W4366088136","doi":"10.1016/j.jid.2023.03.237","title":"233 Epigenetic age dysregulation is associated with clinical features of cutaneous melanoma and melanocytic nevi","year":2023,"lang":"en","type":"article","venue":"Journal of Investigative Dermatology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; McGill University Health Centre","funders":"","keywords":"Epigenetics; Melanoma; Melanocytic nevus; Medicine; Nevus; Skin cancer; Cancer; Cancer research; Biology; Internal medicine; Genetics; 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":[0.0001894213,0.000214463,0.000246424,0.00101737,0.0002417633,0.0004815767,0.0002233799,0.0003357459,0.002300511],"category_scores_gemma":[0.000900662,0.0001603168,0.0002070748,0.0006319038,0.0002367118,0.0002248604,0.000240552,0.0002638044,0.000250119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373586,"about_ca_system_score_gemma":0.0001054888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004837405,"about_ca_topic_score_gemma":0.0006195991,"domain_scores_codex":[0.99981,0.00003665573,0.00002475874,0.00005001689,0.00005070821,0.00002783105],"domain_scores_gemma":[0.9992932,0.0001201899,0.0004259198,0.00003033732,0.00006238119,0.0000679587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001174667,0.00009838599,0.912669,0.0001102196,0.0001526786,0.005776199,0.0001431767,0.00009509706,0.06310567,0.0002103674,0.0002940338,0.0161704],"study_design_scores_gemma":[0.00000640163,0.00009158014,0.9883891,0.000009911711,0.00004648063,0.008394398,0.00009370309,0.000191327,0.002145092,0.0001348541,0.0004904976,0.000006551691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978071,0.0007831473,0.0001717059,0.0000410616,0.000008141886,0.000007254331,0.0001458742,0.00001241865,0.001023334],"genre_scores_gemma":[0.9992788,0.0001653647,0.0001471552,0.00001442455,0.00001187245,0.0000038074,0.0001039774,0.000002896932,0.0002715487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002300511,"threshold_uncertainty_score":0.007695913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899116804893434,"score_gpt":0.299640457220272,"score_spread":0.2706492891713377,"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."}}