{"id":"W2469284099","doi":"10.1097/der.0000000000000203","title":"Cement-Induced Chromate Occupational Allergic Contact Dermatitis","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chromate conversion coating; Medicine; Allergic contact dermatitis; Cement; Contact dermatitis; Hexavalent chromium; Dermatology; Allergy; Dentistry; Chromium; Immunology; Metallurgy; Materials science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009760544,0.0003051144,0.0004680014,0.000192484,0.0001739868,0.00007634216,0.0001605477,0.0001238538,0.005170799],"category_scores_gemma":[0.00009083589,0.0002189038,0.0001985246,0.0001611258,0.00004948974,0.0005071804,0.00007630081,0.0001139227,0.00149346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685969,"about_ca_system_score_gemma":0.0001803998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732423,"about_ca_topic_score_gemma":0.0001768286,"domain_scores_codex":[0.9979706,0.0000658682,0.0006086503,0.0003210957,0.0005516639,0.0004820983],"domain_scores_gemma":[0.9987709,0.0001403254,0.0001886908,0.0004468589,0.0001846303,0.0002685972],"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":[0.00004968146,0.0004843815,0.1793357,0.0005238681,0.0009166177,0.001609779,0.001068446,0.000001400889,0.05481937,0.0105281,0.6372145,0.1134481],"study_design_scores_gemma":[0.003353024,0.0001516964,0.8011872,0.0005165401,0.00005021559,0.0006561948,0.00005202384,0.0001158158,0.01281341,0.000221018,0.1805582,0.0003246773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517225,0.0003138265,0.001159896,0.02669005,0.0005254416,0.000594845,0.0001809815,0.0003478522,0.0184646],"genre_scores_gemma":[0.9866994,0.000478972,0.0005022921,0.01077669,0.0002430795,0.00009422316,0.0001328564,0.00004366934,0.001028834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6218514,"threshold_uncertainty_score":0.999284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372541253345808,"score_gpt":0.2702344114169604,"score_spread":0.2465089988835023,"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."}}