{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970954,0.0002500104,0.0005509361,0.0001975101,0.00007912995,0.00005546758,0.0001373741,0.0001367414,0.0003541807],"category_scores_gemma":[0.0004958819,0.0002293757,0.0001344288,0.0001966658,0.00007708267,0.000374858,0.00005282831,0.0001818176,0.0002721283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001164041,"about_ca_system_score_gemma":0.0004290862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243528,"about_ca_topic_score_gemma":0.001269042,"domain_scores_codex":[0.997681,0.00007500347,0.0009693853,0.0002580745,0.0006815991,0.0003349933],"domain_scores_gemma":[0.9979879,0.0002826351,0.0004545665,0.0004301377,0.0005348875,0.0003098453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005038028,0.0001577529,0.4254496,0.0001060266,0.00007326977,0.0001177284,0.0008967613,0.00001523107,0.0001152042,0.0002348826,0.5705332,0.002249962],"study_design_scores_gemma":[0.005110034,0.0001802098,0.8584617,0.0004125956,0.00006691747,0.0004178361,0.0005637269,0.0009834714,0.001312252,0.000140462,0.1321176,0.0002331729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286186,0.001322432,0.001859173,0.02412148,0.0008756567,0.001380163,0.001630293,0.0003134522,0.03987872],"genre_scores_gemma":[0.9930489,0.0001857866,0.001414601,0.002791072,0.0001897058,0.00003220333,0.001654536,0.00002916886,0.0006540214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4384156,"threshold_uncertainty_score":0.9353668,"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."}}