{"id":"W7133222304","doi":"10.2310/6620.2011.00011kk","title":"A Review and Evaluation of Dermal Exposure Data in the Context of Dermal Exposure Modeling","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); MEDLINE; Context model; Occupational exposure","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":[0.00104627,0.00007633329,0.0002371591,0.00006236178,0.00002749053,0.000004412046,0.0001266192,0.00004156933,0.0001417626],"category_scores_gemma":[0.0002226949,0.00005563917,0.00002712451,0.0001330048,0.00003864022,0.0001657237,0.00005045238,0.0001177822,0.000002029655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009481387,"about_ca_system_score_gemma":0.00005574771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002132344,"about_ca_topic_score_gemma":0.00007719513,"domain_scores_codex":[0.9989181,0.0001970406,0.0003776409,0.0001313568,0.0002841366,0.00009168975],"domain_scores_gemma":[0.999253,0.00003297419,0.0001176178,0.0004053933,0.0001649607,0.00002609316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001014125,0.0009273816,0.2653838,0.02063793,0.0004686286,0.0001127779,0.066556,0.00009739905,0.002534044,0.001044249,0.01620548,0.6259308],"study_design_scores_gemma":[0.01315123,0.0005725109,0.6719897,0.01930691,0.003360377,0.002959625,0.01569961,0.2579066,0.009630866,0.0008744359,0.003876369,0.0006717656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381587,0.055339,0.001125429,0.002271299,0.00005886137,0.001156615,0.00002724923,0.00001518126,0.001847655],"genre_scores_gemma":[0.9939654,0.001899305,0.0004787912,0.003558527,0.0000190225,0.0000327206,0.00003645377,0.000006734539,0.00000303711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6252591,"threshold_uncertainty_score":0.2268899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490619469261907,"score_gpt":0.3352716021699783,"score_spread":0.1862096552437876,"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."}}