{"id":"W4238923860","doi":"10.1097/01206501-200706000-00023","title":"Occupational Dermatoses in Healthcare Workers Evaluated for Suspected Allergic Contact Dermatitis","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Dermatology; Contact dermatitis; Health care; Allergic dermatitis; Patch testing; Occupational exposure; Allergy; Environmental health; 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":[0.0006154839,0.0005297766,0.0005667823,0.001960892,0.00147864,0.0007639025,0.0003867233,0.001080198,0.004648217],"category_scores_gemma":[0.003651326,0.0004762189,0.0004883799,0.0009354745,0.0008341713,0.0008379287,0.0006622974,0.0007427665,0.0005957803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250431,"about_ca_system_score_gemma":0.0005522952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004486003,"about_ca_topic_score_gemma":0.003912299,"domain_scores_codex":[0.999279,0.0001652234,0.00009286841,0.00008898235,0.0001538331,0.0002201085],"domain_scores_gemma":[0.9984393,0.0004852011,0.00043666,0.00005859023,0.0001999688,0.0003803319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002317308,0.0001650021,0.9859732,0.00003306835,0.00001061722,0.01143973,0.0003747237,0.0000290936,0.0004746753,0.00002642392,0.0001514863,0.001090246],"study_design_scores_gemma":[0.00002594902,0.0009062354,0.9487866,0.00005705324,0.00003888252,0.04714217,0.002107237,0.0001761669,0.0003131134,0.00008012901,0.0003531035,0.00001331127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971645,0.000566669,0.00006433776,0.00007232909,0.00001528166,0.00004458,0.0001042891,0.000006916525,0.001960911],"genre_scores_gemma":[0.9993182,0.0002389591,0.00008774154,0.00006415403,0.00002418779,0.00001298208,0.00007413649,0.000001893233,0.000177773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004648217,"threshold_uncertainty_score":0.01554978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820763754560362,"score_gpt":0.3217372867977868,"score_spread":0.2935296492521832,"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."}}