{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004209276,0.000295489,0.0002782777,0.0003941129,0.0007041213,0.00004921032,0.000396308,0.0004784693,0.0001012599],"category_scores_gemma":[0.00001685267,0.0003384845,0.0001719509,0.0007614081,0.0001638431,0.0001962518,0.00004963267,0.0009387473,0.005170175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003831776,"about_ca_system_score_gemma":0.0004047866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01393987,"about_ca_topic_score_gemma":0.02154421,"domain_scores_codex":[0.9977861,0.0002205438,0.0002519962,0.0004598376,0.0001881063,0.001093388],"domain_scores_gemma":[0.9985258,0.00009219578,0.00008502074,0.0003456686,0.00007802625,0.0008732627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009105902,0.000162749,0.002770245,0.0001258546,0.0004829734,0.0003272117,0.01022691,0.00061958,0.04002079,0.00251664,0.4740525,0.4686035],"study_design_scores_gemma":[0.0005945278,0.00005244149,0.0163962,0.00001994002,0.00006730983,0.000001733694,0.001211368,0.004804856,0.01698994,0.004516417,0.9548517,0.0004935675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7910386,0.0002844971,0.00003986531,0.006730386,0.00316647,0.0008851864,0.0005525757,0.0004644241,0.1968379],"genre_scores_gemma":[0.8274251,0.00006541521,0.00003336992,0.1686947,0.0009501415,0.0001250949,0.0001546191,0.00006093119,0.002490654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4807992,"threshold_uncertainty_score":0.9999067,"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."}}