{"id":"W7133232682","doi":"10.2310/6620.2011.00011ww","title":"Characterizing Dermal Exposures to Chemicals within Emergency and Workplace Settings","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Workplace safety; MEDLINE; Occupational exposure; Risk assessment","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":[0.0002755309,0.0002102039,0.0001952794,0.001089795,0.0003941095,0.0006841538,0.0001615589,0.0003883087,0.00172022],"category_scores_gemma":[0.0008002746,0.0001422391,0.0002416912,0.000560523,0.0001992128,0.0003260178,0.0003598728,0.0002440242,0.0003431362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616999,"about_ca_system_score_gemma":0.00015601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141518,"about_ca_topic_score_gemma":0.00228272,"domain_scores_codex":[0.9996356,0.00007468467,0.00003496383,0.00008288043,0.00009749258,0.00007450498],"domain_scores_gemma":[0.9994905,0.0001565397,0.0001698986,0.00003956264,0.00008798065,0.00005550653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005294863,0.0003023272,0.8467829,0.0001091223,0.00007341458,0.001048121,0.0004005062,0.0001245099,0.1308475,0.00005506726,0.00009355829,0.01963338],"study_design_scores_gemma":[0.000005933554,0.0008405015,0.9594391,0.00001468517,0.00006795199,0.004514176,0.001355562,0.000241007,0.03243303,0.00005447889,0.001026045,0.000007559868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981821,0.0002062445,0.0003851743,0.000009552968,0.000001933218,0.00002473887,0.0001172085,0.000004820422,0.001068335],"genre_scores_gemma":[0.9982119,0.0002599771,0.0007015862,0.00002184156,0.000005655728,0.00001181634,0.0001855131,0.000003894732,0.0005978293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00172022,"threshold_uncertainty_score":0.005754709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864947273575803,"score_gpt":0.2437882443235364,"score_spread":0.2251387715877784,"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."}}