{"id":"W2411134446","doi":"10.1097/der.0000000000000142","title":"Occupational Contact Dermatitis: Workers’ Compensation Patch Test Results of Portland, Oregon, 2005–2014","year":2015,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Irritant contact dermatitis; Allergic contact dermatitis; Contact dermatitis; Dermatology; Demographics; Patch test; Hand dermatitis; Population; Workers' compensation; Patch testing; Allergy; Environmental health; Compensation (psychology); Demography","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":[0.0003310687,0.0002919284,0.0001251283,0.001249392,0.000437172,0.0004412836,0.000315568,0.0001922379,0.003508145],"category_scores_gemma":[0.001070541,0.0001785397,0.0001913078,0.001122352,0.0001896319,0.0003589077,0.0002863516,0.0001895637,0.0003996374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004973232,"about_ca_system_score_gemma":0.0005640335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072953,"about_ca_topic_score_gemma":0.03708524,"domain_scores_codex":[0.9996585,0.00003393979,0.00007535576,0.00007402168,0.0001174657,0.0000407109],"domain_scores_gemma":[0.9992278,0.00007791052,0.000462768,0.00003512747,0.0001343563,0.00006211983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003950765,0.00003487985,0.9963589,0.00002915772,0.00001561899,0.000387185,0.00007742825,0.00002255393,0.0003520668,0.00000545391,0.0005122219,0.002164893],"study_design_scores_gemma":[0.000003765419,0.00003440558,0.9975364,0.00003517499,0.00001352113,0.001043665,0.0002886285,0.00006783547,0.0001897072,0.000005022885,0.0007798676,0.000001927963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907954,0.0003351858,0.0001208098,0.00005289,0.00001408238,0.00006139281,0.005206322,0.00001542064,0.003398575],"genre_scores_gemma":[0.9958845,0.0002943125,0.00021386,0.00005116585,0.00001160755,0.00003245056,0.002711024,0.000005009634,0.0007960455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072953,"threshold_uncertainty_score":0.04121774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612364076543683,"score_gpt":0.2703244441417593,"score_spread":0.2442008033763224,"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."}}