{"id":"W2784223595","doi":"10.1097/der.0000000000000335","title":"Glove-Related Allergic Contact Dermatitis","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Contact dermatitis; Dermatology; Patch testing; Hand eczema; Allergen; Occupational exposure; Irritant contact dermatitis; Natural rubber; Allergy; Environmental health; Immunology; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001056542,0.0003104509,0.0005363795,0.000191412,0.0002345781,0.0001083116,0.0001804982,0.0001791909,0.007136052],"category_scores_gemma":[0.00009264426,0.0002866367,0.0002179953,0.0003251065,0.0001619686,0.0003721175,0.00008461496,0.0002489377,0.003451342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000964651,"about_ca_system_score_gemma":0.0001175207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002294426,"about_ca_topic_score_gemma":0.0002517849,"domain_scores_codex":[0.9980115,0.00006641956,0.0006513083,0.0003256491,0.0004349417,0.0005102103],"domain_scores_gemma":[0.9986649,0.00007606019,0.0001710288,0.0005371437,0.0002623505,0.0002885827],"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":[0.00001757573,0.0003046814,0.02968086,0.0003303413,0.0007293075,0.001497447,0.00402499,0.000001816235,0.002822019,0.01242999,0.9091924,0.03896851],"study_design_scores_gemma":[0.002334223,0.0002754124,0.5040867,0.0003314464,0.00007776369,0.001866142,0.0001921111,0.0009633141,0.004171189,0.0005680227,0.4847876,0.0003459975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7220893,0.001175991,0.0004845634,0.02316164,0.001082379,0.0007015794,0.00006069083,0.0005883733,0.2506555],"genre_scores_gemma":[0.9774533,0.0004299135,0.0007114,0.01792867,0.0003489878,0.00003321263,0.0001169366,0.00005213529,0.002925449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4744059,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157874283437845,"score_gpt":0.2486744411355218,"score_spread":0.2370956983011434,"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."}}