{"id":"W2397874267","doi":"10.2310/6620.2008.07059","title":"Occupation-Related Contact Dermatitis in North American Health Care Workers Referred for Patch Testing: Cross-Sectional Data, 1998 to 2004","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Contact dermatitis; Patch testing; Allergic contact dermatitis; Cross-sectional study; Dermatology; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005101589,0.00025186,0.0003131507,0.000972808,0.0003736357,0.0003961277,0.0004242312,0.0004800128,0.001221532],"category_scores_gemma":[0.001217,0.0003387194,0.0002844021,0.001208813,0.0002364258,0.0003823677,0.0003163009,0.000438539,0.0003123805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006575048,"about_ca_system_score_gemma":0.0003212065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02419427,"about_ca_topic_score_gemma":0.03096256,"domain_scores_codex":[0.9994794,0.0000960223,0.00008301895,0.0001266923,0.0001468365,0.00006816727],"domain_scores_gemma":[0.9984397,0.0002306255,0.0007872186,0.00007360445,0.0002668479,0.000201981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004303394,0.00004079262,0.9990094,0.000009873387,0.00002293076,0.00005274675,0.00006729743,0.00001274901,0.00009266618,0.000001608747,0.0001386123,0.0005082348],"study_design_scores_gemma":[0.000004690363,0.00003666856,0.9995727,0.000003768956,0.00001043943,0.0001430534,0.00008797697,0.00002838625,0.00002084851,0.00000112983,0.00008943957,8.771977e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982795,0.0001997205,0.00003035245,0.00002499697,0.0000045655,0.00001640543,0.001089295,0.000004125305,0.0003512018],"genre_scores_gemma":[0.9981134,0.0001744731,0.00006658786,0.00007225527,0.00001089867,0.00002801263,0.001372107,0.000001605042,0.0001606235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02419427,"threshold_uncertainty_score":0.04810691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0542353375510663,"score_gpt":0.3339307059536475,"score_spread":0.2796953684025812,"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."}}