{"id":"W4232815835","doi":"10.2310/6620.2005.04041","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":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Patch test; Medicine; Patch testing; Contact dermatitis; Test (biology); Dermatology; Allergic contact dermatitis; Allergy; Immunology","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":[0.0003647016,0.0003014889,0.0003874414,0.001308398,0.0006422315,0.0005634406,0.0002749266,0.0007257319,0.001461271],"category_scores_gemma":[0.0009546116,0.0002154649,0.0004430813,0.001097718,0.000295344,0.0005726972,0.0002601681,0.0004660317,0.0004548973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005788424,"about_ca_system_score_gemma":0.0001949875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01946091,"about_ca_topic_score_gemma":0.0227209,"domain_scores_codex":[0.9997144,0.00003776185,0.0000353953,0.00006408522,0.00007030582,0.00007796139],"domain_scores_gemma":[0.9993566,0.00009976233,0.0001698088,0.00003431608,0.0001619894,0.0001776107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002585484,0.0001712257,0.9954833,0.00001287184,0.00003120958,0.0006843095,0.0003513644,0.00001708038,0.0009321753,0.000007058073,0.00007065039,0.001980272],"study_design_scores_gemma":[0.00000465233,0.0002208076,0.9981788,0.00000224301,0.0000181852,0.000866875,0.000398969,0.000025178,0.0001633042,0.000002985128,0.0001152927,0.000002752847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992232,0.0001650302,0.00002314306,0.00001159094,0.000004675006,0.000005223639,0.0001184277,0.000001784996,0.0004468014],"genre_scores_gemma":[0.9992366,0.0001413732,0.00002923947,0.00002063973,0.000007238796,0.000003199981,0.0002216457,0.000001127336,0.000339066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01946091,"threshold_uncertainty_score":0.03869528,"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."}}