{"id":"W3164954654","doi":"10.1111/cod.13913","title":"Analytical survey of tattoo inks—A chemical and legal perspective with focus on sensitizing substances","year":2021,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Bundesinstitut für Risikobewertung; Kungliga Tekniska Högskolan; Canada Research Chairs; Stiftelsen för Strategisk Forskning","keywords":"Chromium; Contact allergy; Cosmetics; Arsenic; Chemistry; Nickel; Metallurgy; Contact dermatitis; Materials science; Organic chemistry; Allergy","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":[0.0006316117,0.0003029515,0.0001758395,0.002909126,0.0008486672,0.0007444818,0.0003536481,0.000649684,0.00167411],"category_scores_gemma":[0.0006880029,0.000106939,0.0002331558,0.00258435,0.0006230504,0.0003887468,0.0003445139,0.0002547321,0.0006723034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004075895,"about_ca_system_score_gemma":0.0004435894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222825,"about_ca_topic_score_gemma":0.002323005,"domain_scores_codex":[0.9990094,0.0001788731,0.00008693874,0.0001368464,0.000495868,0.000092039],"domain_scores_gemma":[0.99918,0.0001677693,0.0002718182,0.00003706614,0.0003134121,0.00002990635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003757204,0.0003796058,0.6379045,0.00202264,0.00007771721,0.002602006,0.004331891,0.0004311408,0.2321364,0.001008582,0.001497197,0.1172327],"study_design_scores_gemma":[0.000005238736,0.0008899034,0.7864423,0.0003124132,0.0001232495,0.01000657,0.006273897,0.0006721871,0.1442297,0.0005063722,0.05049974,0.00003846742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985422,0.005962465,0.001530245,0.0001509569,0.00001978138,0.00005191768,0.0005466446,0.00003046273,0.006285588],"genre_scores_gemma":[0.9897245,0.003978162,0.002523033,0.0001843187,0.00002462193,0.00002434944,0.000525463,0.000009680535,0.003005874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002909126,"threshold_uncertainty_score":0.005600452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942868400743546,"score_gpt":0.308293954584786,"score_spread":0.2788652705773506,"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."}}