{"id":"W1979497339","doi":"10.1097/01206501-200503000-00005","title":"Contact Dermatitis in Hairdressers, 10 Years Later: Patch-Test Results in 300 Hairdressers (1994 to 2003) and Comparison with Previous Study","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Ammonium persulfate; Dermatology; Hair dyes; p-Phenylenediamine; Allergy; Immunology; Organic chemistry","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":[0.0002418119,0.0003731262,0.000887132,0.0004744332,0.00007522093,0.0001541101,0.0001806264,0.0001220132,0.0001533059],"category_scores_gemma":[0.0001661396,0.0003510549,0.0000424237,0.0007477296,0.00005266057,0.000462596,0.0001010855,0.0003475476,0.0001166073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785253,"about_ca_system_score_gemma":0.0001180066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090396,"about_ca_topic_score_gemma":0.07911383,"domain_scores_codex":[0.997331,0.0001298103,0.001005512,0.0005052405,0.000468824,0.0005596562],"domain_scores_gemma":[0.9987696,0.0001622332,0.0001900778,0.000478814,0.0001110763,0.0002882031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001263092,0.0009316627,0.8706198,0.000158543,0.00007285798,0.001475718,0.0146813,0.0001491141,0.00003729975,0.00001543482,0.0976212,0.01411073],"study_design_scores_gemma":[0.007940687,0.0007837463,0.8914247,0.0009037778,0.00004328931,0.0001827224,0.001876797,0.001079904,0.0002608355,0.000002333687,0.09512159,0.0003796023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841093,0.0008713771,0.00001300229,0.01092,0.00008322653,0.001926265,0.0001316343,0.0001147761,0.001830451],"genre_scores_gemma":[0.9937993,0.0005389322,0.000744952,0.004027546,0.0000707279,0.0001564212,0.0001061578,0.00005305585,0.0005029217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07602344,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300215835286939,"score_gpt":0.2646811279041055,"score_spread":0.2516789695512361,"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."}}