{"id":"W4220666922","doi":"10.1097/der.0000000000000863","title":"Natural Is Not Always Better: The Prevalence of Allergenic Ingredients in “Clean” Beauty Products","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linalool; Ingredient; Medicine; Traditional medicine; Food science; Chemistry; Essential oil","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":[0.0006247745,0.0001426383,0.0001248754,0.0008517972,0.000228085,0.0004240317,0.0002282608,0.000461128,0.002569237],"category_scores_gemma":[0.001364505,0.0001288904,0.0002203883,0.0006100275,0.0003961067,0.000656056,0.0004904869,0.0003402003,0.0002763615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763812,"about_ca_system_score_gemma":0.0001359168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083835,"about_ca_topic_score_gemma":0.00193207,"domain_scores_codex":[0.9994972,0.0001033158,0.00003941814,0.00009675159,0.0002074795,0.00005588765],"domain_scores_gemma":[0.998886,0.0002409889,0.0006381999,0.00003458107,0.0001116794,0.0000883912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000166829,0.00008234489,0.9869578,0.0001216781,0.0000328361,0.000198047,0.0009221957,0.00001435822,0.002400781,0.00004883828,0.0004221854,0.008632238],"study_design_scores_gemma":[0.000002068846,0.00007818043,0.9973793,0.00003510384,0.00001505961,0.0007718377,0.0009584948,0.00004717935,0.0002403167,0.0000251297,0.0004441774,0.000003082718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987713,0.0004480606,0.0000557146,0.00006491477,0.000003149978,0.000005940533,0.0001027077,0.000002389495,0.0005458461],"genre_scores_gemma":[0.9993437,0.0002454801,0.00009817739,0.00006886687,0.000006611052,0.000004801965,0.0001026244,0.00000201116,0.0001277186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002569237,"threshold_uncertainty_score":0.00859493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360143456019586,"score_gpt":0.2372030953230382,"score_spread":0.2236016607628423,"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."}}