{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004403684,0.0003622537,0.0004159731,0.001465635,0.0005745868,0.0005552517,0.0003763335,0.0009056536,0.001267051],"category_scores_gemma":[0.001212225,0.0003015469,0.0005115867,0.0009520254,0.0003251605,0.0005466166,0.0002798839,0.000465296,0.0004629026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008030698,"about_ca_system_score_gemma":0.0001979834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084704,"about_ca_topic_score_gemma":0.01100516,"domain_scores_codex":[0.9995254,0.00005571319,0.00005688501,0.0001323075,0.0001246145,0.0001051156],"domain_scores_gemma":[0.9992324,0.0001281025,0.0002616804,0.00004608739,0.0001450021,0.0001867358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001657811,0.0001540723,0.994633,0.00001893072,0.00003476776,0.001162276,0.0003490083,0.0000256403,0.001232555,0.000004258676,0.00006496371,0.002154805],"study_design_scores_gemma":[0.00000568098,0.0002432748,0.9970619,0.000003636111,0.00001790677,0.0020218,0.0002657597,0.00004656034,0.0001845914,0.000002635889,0.0001430933,0.00000312413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994189,0.0001800232,0.00003048339,0.00001042905,0.000004187122,0.00000703787,0.00008156877,0.000003187899,0.0002642407],"genre_scores_gemma":[0.9994068,0.0001457941,0.00004939967,0.00002438668,0.00001069763,0.000005854505,0.0001741777,0.000001631283,0.000181199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01084704,"threshold_uncertainty_score":0.02156776,"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."}}