{"id":"W4381329592","doi":"10.1089/derm.2023.0045","title":"Potential for Allergic Contact Dermatitis in Popular Hair Care Practices and Ingredients","year":2023,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Allergic contact dermatitis; Scalp; Skin care; Preservative; Contact dermatitis; Cosmetics; Hair care; Allergen; Personal care; Allergy; Food science; Nursing; Immunology; Polymer science; Materials science; Pathology","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":[0.0003488975,0.0005850582,0.0008642232,0.002371057,0.0002451055,0.0009477581,0.0003772074,0.0008144167,0.005907147],"category_scores_gemma":[0.0006548563,0.0001769959,0.0007925308,0.001627599,0.0002482412,0.000818277,0.0004907617,0.0006488047,0.00126726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844602,"about_ca_system_score_gemma":0.0004835355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000953133,"about_ca_topic_score_gemma":0.001685266,"domain_scores_codex":[0.9996346,0.00007871613,0.00005811319,0.00005775903,0.0001413532,0.00002939786],"domain_scores_gemma":[0.9997278,0.0001405569,0.00005548986,0.000007662264,0.00005613132,0.00001228532],"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":[0.00008310526,0.0000998187,0.001001079,0.05650395,0.00026281,0.001010155,0.0002083577,0.0001568831,0.003171521,0.00171228,0.01887906,0.916911],"study_design_scores_gemma":[0.00002589023,0.000183199,0.005461083,0.01991841,0.0006399402,0.01323917,0.0003388407,0.00009284681,0.001891356,0.001347932,0.9568309,0.00003039809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004656072,0.9979699,0.00006810587,0.0001115807,0.0001025862,0.000005436265,0.00001959209,0.000005392324,0.001251747],"genre_scores_gemma":[0.003456041,0.9951658,0.0001353349,0.0001708864,0.000106925,0.000005778214,0.00003147217,0.000001396748,0.0009262929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005907147,"threshold_uncertainty_score":0.01976138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645417656066989,"score_gpt":0.3458279421076558,"score_spread":0.2993737655469859,"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."}}