{"id":"W2784129859","doi":"10.1097/der.0000000000000331","title":"Consumer Hair Dye Kits Frequently Contain Isothiazolinones, Other Common Preservatives and Fragrance Allergens","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hair dyes; Preservative; Dermatology; Food science; Chemistry; Organic chemistry","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":[0.0005320905,0.0005369856,0.0004287141,0.0016395,0.0005034949,0.001162478,0.0002796844,0.0007199391,0.0153868],"category_scores_gemma":[0.001263065,0.000191924,0.0004581188,0.001717335,0.0002788422,0.0008776798,0.0006384797,0.0005949243,0.005756192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606614,"about_ca_system_score_gemma":0.0004974422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738281,"about_ca_topic_score_gemma":0.004651552,"domain_scores_codex":[0.9989397,0.0001080449,0.00008783955,0.0001178015,0.0006363774,0.0001101843],"domain_scores_gemma":[0.9982721,0.000527312,0.0006064305,0.00007505072,0.0004134184,0.0001056946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006699969,0.0004042319,0.06564215,0.007615073,0.0002210317,0.002383016,0.0009145946,0.0001350342,0.1243938,0.0008761013,0.04406712,0.7526779],"study_design_scores_gemma":[0.00004043507,0.001211586,0.1427312,0.002139914,0.000437161,0.02097098,0.002727554,0.0001165877,0.07333192,0.0009927249,0.7552049,0.00009498822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4819705,0.394342,0.01630966,0.007310613,0.003945031,0.0006639103,0.00742753,0.002305615,0.08572527],"genre_scores_gemma":[0.6365781,0.2387849,0.02017291,0.008436587,0.002126292,0.0002805477,0.006561103,0.0005435889,0.08651584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0153868,"threshold_uncertainty_score":0.05147392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835664593298426,"score_gpt":0.2699965468042634,"score_spread":0.2516399008712791,"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."}}