{"id":"W2039017750","doi":"10.1097/der.0b013e318273a3b8","title":"Occupational Contact Dermatitis in Hairdressers/Cosmetologists: Retrospective Analysis of North American Contact Dermatitis Group Data, 1994 to 2010","year":2012,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital; University of Ottawa","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; Allergic contact dermatitis; Occupational exposure; Medical emergency; Allergy; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006146646,0.0002758674,0.0003964989,0.001866605,0.0005747073,0.0005127669,0.0003773885,0.0003582313,0.001453944],"category_scores_gemma":[0.0009580156,0.0003762889,0.000395916,0.002522944,0.0003842437,0.0005521662,0.0005081372,0.0003290605,0.0003098944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007339354,"about_ca_system_score_gemma":0.000686384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02344348,"about_ca_topic_score_gemma":0.0274013,"domain_scores_codex":[0.999215,0.0001232936,0.0001165005,0.0002123977,0.000220983,0.0001118557],"domain_scores_gemma":[0.9979393,0.0002532668,0.001087458,0.0001417163,0.0003560597,0.0002221772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004124949,0.00001679961,0.9988803,0.00001790895,0.00002591457,0.00008928791,0.00007511694,0.00001148476,0.00008359354,0.000002835086,0.0001061637,0.0006492879],"study_design_scores_gemma":[0.000002999526,0.0000325724,0.9992605,0.000008398328,0.00001592556,0.0003003712,0.0001585592,0.00002663646,0.00002831237,0.000001883906,0.0001623409,0.000001455588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980682,0.0005589387,0.00004512588,0.00001325452,0.000003308974,0.00001831623,0.0008234948,0.000005026314,0.0004643836],"genre_scores_gemma":[0.9982147,0.0004766432,0.00005996669,0.00003609082,0.000009462986,0.00002390003,0.001036907,0.000001972958,0.0001403064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02344348,"threshold_uncertainty_score":0.04661399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506839249862417,"score_gpt":0.2973039962543532,"score_spread":0.272235603755729,"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."}}