{"id":"W4380568963","doi":"10.46747/cfp.6906403","title":"When beauty is more than skin deep","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Maple Leaf Medical Clinic; University Health Network","funders":"","keywords":"Medicine; Dermatology; Chronic hepatitis; Hair dyes; Ingredient; Cosmetics; Pathology; Immunology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002006478,0.000326024,0.0003169233,0.0004720301,0.00192717,0.0009515021,0.0002952061,0.001259312,0.01804282],"category_scores_gemma":[0.001419006,0.0001205529,0.0003317483,0.0004308153,0.001111929,0.0007287237,0.0006775807,0.001814355,0.003097988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00095733,"about_ca_system_score_gemma":0.0007845924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01654595,"about_ca_topic_score_gemma":0.02573564,"domain_scores_codex":[0.9996295,0.00003569435,0.000008493558,0.00003703319,0.0001447557,0.0001445347],"domain_scores_gemma":[0.9996182,0.00005598217,0.00006278933,0.00003898986,0.0001059161,0.0001180843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007003365,0.0004256425,0.06143662,0.0007252762,0.0001497274,0.3288026,0.00741953,0.0001558232,0.03305472,0.01380958,0.2114843,0.3418359],"study_design_scores_gemma":[0.00004598224,0.0003295764,0.05412613,0.0005580193,0.00007189545,0.5130773,0.008136626,0.0002439891,0.004019943,0.003541396,0.4157715,0.0000777043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.4104579,0.03852466,0.003240892,0.05660116,0.01019482,0.0002127089,0.000650898,0.0007831516,0.4793338],"genre_scores_gemma":[0.8645205,0.007178207,0.001487051,0.02461139,0.00140549,0.0000224165,0.000214509,0.0001098826,0.1004504],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01804282,"threshold_uncertainty_score":0.0603593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027967090696367,"score_gpt":0.3694660394601191,"score_spread":0.2666693303904824,"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."}}