{"id":"W4205227040","doi":"10.1097/der.0000000000000760","title":"Contact Dermatitis Associated With Hair Care Products: A Retrospective Analysis of the North American Contact Dermatitis Group Data, 2001–2016","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Health Sciences Centre; University of Ottawa; Montreal General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Contact dermatitis; Patch test; Dermatology; Allergic contact dermatitis; Allergy; Irritant contact dermatitis; Retrospective cohort study; Contact allergy; Shampoo; Allergen; Internal medicine; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001792382,0.0005711067,0.001876781,0.0003799582,0.0003684632,0.0001707529,0.0006596266,0.000119851,0.0004279432],"category_scores_gemma":[0.0009374974,0.0004264947,0.0004142156,0.004112564,0.0003074502,0.0007391103,0.0003884802,0.0005314194,0.00002205965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005204832,"about_ca_system_score_gemma":0.000921391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003510409,"about_ca_topic_score_gemma":0.1098032,"domain_scores_codex":[0.9956564,0.0004313998,0.001107447,0.0008663976,0.001185973,0.000752439],"domain_scores_gemma":[0.9944804,0.0002904012,0.001097084,0.002336406,0.001531182,0.0002645611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001108568,0.0002977653,0.9317015,0.0003105825,0.005861699,0.0006667373,0.002925177,0.00001875872,0.000212275,0.0001633145,0.0552655,0.002565547],"study_design_scores_gemma":[0.00204584,0.0002454504,0.9735979,0.0007865835,0.003360156,0.0002803364,0.002254713,0.0008586568,0.00126456,0.000007719181,0.01478795,0.0005101415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768595,0.0016614,0.0003552568,0.01061889,0.0002950393,0.0011343,0.005268343,0.000207507,0.003599838],"genre_scores_gemma":[0.9856036,0.0009324169,0.0006968878,0.006773837,0.0001076543,0.00007917497,0.005418158,0.00007692355,0.0003113867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062928,"threshold_uncertainty_score":0.9998187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208068007805477,"score_gpt":0.2393673629296766,"score_spread":0.2272866828516218,"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."}}