{"id":"W4411334468","doi":"10.1016/j.jaad.2025.05.1456","title":"Tattoo inks and carcinogenic risk: Current evidence and regulatory gaps","year":2025,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McGill University Health Centre","funders":"","keywords":"Medicine; Current (fluid); Carcinogen; Environmental health; 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":[0.000417787,0.00007099221,0.0003080078,0.0001410383,0.0003007875,0.00001452187,0.0003849613,0.00005042104,0.000002509463],"category_scores_gemma":[0.0006046785,0.00005163695,0.0000777813,0.0003672105,0.001917599,0.0001235676,0.0001163339,0.0004450001,5.738166e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004087058,"about_ca_system_score_gemma":0.0002000859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00013783,"about_ca_topic_score_gemma":0.00002429235,"domain_scores_codex":[0.9986882,0.0005008081,0.0003626403,0.0001044909,0.0001853138,0.0001585921],"domain_scores_gemma":[0.9981802,0.0006974636,0.0008871487,0.00009059452,0.00006676876,0.0000778506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003691959,0.00003393925,0.9423565,0.00004037349,0.00006888347,0.00000115442,0.002680712,0.000003952267,0.001258448,0.01210554,0.01018151,0.03123212],"study_design_scores_gemma":[0.000163276,0.00002002821,0.958472,0.0001734471,0.0001340168,0.0001539967,0.001025496,0.00001921165,0.000506578,0.006108576,0.03315685,0.00006654752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517611,0.01408707,0.00008550729,0.0336935,0.0001353746,0.00008008441,0.00000220123,0.000005495125,0.0001497215],"genre_scores_gemma":[0.9910014,0.008178193,0.0002438941,0.0004840837,0.00004911037,0.000001434986,2.711107e-8,0.00000295801,0.00003895075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0392403,"threshold_uncertainty_score":0.7065474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970496303628146,"score_gpt":0.3768393437695957,"score_spread":0.3471343807333142,"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."}}