{"id":"W119228064","doi":"10.2310/6620.2011.10046","title":"The Validated Hypoallergenic Cosmetics Rating System: Its 30-Year Evolution and Effect on the Prevalence of Cosmetic Reactions","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypoallergenic; Cosmetics; Medicine; Allergic contact dermatitis; Patch testing; Patch test; Dermatology; Contact dermatitis; Allergy; Allergen; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008654723,0.0003104234,0.0003137917,0.002479393,0.0002277604,0.0005668674,0.0006265228,0.0006439626,0.001116531],"category_scores_gemma":[0.01579276,0.0001610366,0.0007612587,0.001839559,0.0004249697,0.0008352112,0.0007105434,0.0004994179,0.0005231216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006892318,"about_ca_system_score_gemma":0.000388626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005689202,"about_ca_topic_score_gemma":0.004066044,"domain_scores_codex":[0.9939662,0.002629499,0.0005688759,0.0007969839,0.001789425,0.0002490717],"domain_scores_gemma":[0.9752418,0.005245276,0.01084142,0.001657232,0.006080867,0.0009333502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002045905,0.00004154784,0.9917686,0.00002794478,0.00005912114,0.0000212616,0.00006064328,0.000167812,0.0002535377,0.00003111605,0.0002728881,0.007090993],"study_design_scores_gemma":[0.000002961713,0.0001185153,0.9988862,0.000007829701,0.00001280719,0.0001147748,0.00003584003,0.0004051114,0.0001061898,0.00000822921,0.0002969658,0.000004667915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903321,0.002621173,0.001173715,0.0001643464,0.00006240438,0.00008955448,0.002314982,0.00004951558,0.003192192],"genre_scores_gemma":[0.9973884,0.0003331473,0.0005639709,0.00002965849,0.00002523659,0.0000278279,0.00138867,0.000007728457,0.0002354593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008654723,"threshold_uncertainty_score":0.04577112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224046023176001,"score_gpt":0.2366333184584437,"score_spread":0.2143928582266837,"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."}}