{"id":"W2888890895","doi":"10.1097/der.0000000000000407","title":"Clinical Profile and Allergens in Pigmented Cosmetic Dermatitis and Allergic Contact Dermatitis to Cosmetics in India","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Medicine; Dermatology; Allergic contact dermatitis; Contact dermatitis; Allergen; Hyperpigmentation; Hair dyes; Patch test; Traditional medicine; Allergy; Immunology; 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":[0.0004317541,0.0004287942,0.001043318,0.0006406529,0.0001313246,0.0001328405,0.0001675205,0.0002629456,0.0005979835],"category_scores_gemma":[0.0003518232,0.0004333128,0.00009712993,0.0005773988,0.0002567561,0.000335303,0.000243184,0.0004585077,0.0001848123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243074,"about_ca_system_score_gemma":0.0001434698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003359428,"about_ca_topic_score_gemma":0.002987421,"domain_scores_codex":[0.9966031,0.000271871,0.001420662,0.0005881803,0.0004184108,0.0006977828],"domain_scores_gemma":[0.998324,0.000326544,0.0002034861,0.0004451363,0.0001726124,0.0005282722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004860741,0.0005454901,0.8532544,0.0006717641,0.0002288985,0.001831847,0.01142392,0.000001781974,0.0003158174,0.001229249,0.08815809,0.04229014],"study_design_scores_gemma":[0.004473427,0.0005389868,0.9462272,0.0009503321,0.00004280825,0.0006888986,0.0009297394,0.001589852,0.000361742,0.0001889103,0.04356434,0.0004437866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824444,0.001086395,0.0001918999,0.007771949,0.000364197,0.001508571,0.00007885318,0.00009521959,0.006458492],"genre_scores_gemma":[0.9738277,0.00337439,0.00336698,0.01878021,0.0001517972,0.0001531287,0.00008824054,0.00005693292,0.0002006614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09297279,"threshold_uncertainty_score":0.9998119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942362211629598,"score_gpt":0.3020331730418453,"score_spread":0.2826095509255493,"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."}}