{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000180567,0.000654135,0.002501698,0.0006627528,0.0001777253,0.0002189909,0.0002338774,0.0004807399,0.00006556331],"category_scores_gemma":[0.0004526,0.0005934614,0.0005431568,0.0003635578,0.0000539754,0.0004120165,0.0001865079,0.0005262764,0.00009874282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307539,"about_ca_system_score_gemma":0.000332145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004923708,"about_ca_topic_score_gemma":0.001296145,"domain_scores_codex":[0.9968796,0.0001659758,0.001295764,0.0006209041,0.0004404086,0.0005973281],"domain_scores_gemma":[0.9977382,0.0002811917,0.001115135,0.0004627864,0.0001726397,0.0002300061],"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":[0.000008443179,0.00009963521,0.0005133218,0.1460197,0.0008276311,0.002587464,0.001905921,0.000001438715,5.606397e-7,0.0002806656,0.0345487,0.8132065],"study_design_scores_gemma":[0.00172222,0.0001300036,0.004012212,0.03141132,0.0009427255,0.001179914,0.0006780443,0.0001133747,0.000001084213,0.00005837258,0.959204,0.0005467135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007787168,0.9927948,0.00003562296,0.001160138,0.0007733827,0.00314977,0.0005768711,0.0001926221,0.0005380731],"genre_scores_gemma":[0.002542604,0.9923329,0.0004409318,0.0008363584,0.0003389826,0.0008009416,0.00214677,0.0001602011,0.0004003315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9246553,"threshold_uncertainty_score":0.9996517,"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."}}