{"id":"W7133200976","doi":"10.2310/6620.2011.00011x","title":"Dermal Exposure and Skin Condition of Workers Co-exposed to Cobalt and Nickel at a South African Base Metal Refinery","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cobalt; Refinery; Base metal; Nickel; Metal","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":[0.0001870836,0.0003486586,0.0002428563,0.0008565599,0.001384853,0.0005005057,0.0001734391,0.0004468449,0.002832665],"category_scores_gemma":[0.0005905626,0.0003709025,0.0002244166,0.0004954169,0.0005335392,0.0003056111,0.0004465758,0.0003391139,0.0004927287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348333,"about_ca_system_score_gemma":0.000211107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009259339,"about_ca_topic_score_gemma":0.01492119,"domain_scores_codex":[0.9997974,0.00004322325,0.00002027244,0.00003372085,0.00004197444,0.00006340309],"domain_scores_gemma":[0.9997857,0.00005096218,0.00005162735,0.0000110399,0.00004455627,0.00005605567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008401129,0.001077924,0.9336886,0.00007344018,0.00004345319,0.02172561,0.005620602,0.000103048,0.03321259,0.00006475666,0.0001488866,0.003400759],"study_design_scores_gemma":[0.0000121478,0.001744329,0.9758677,0.000008569525,0.00003380571,0.01170396,0.006918994,0.0001467666,0.002843123,0.00004022997,0.0006671157,0.00001311705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994546,0.00002355456,0.00002003952,0.0000116651,0.000001131892,0.000006059953,0.00003178433,8.60255e-7,0.0004502727],"genre_scores_gemma":[0.9989544,0.00005636781,0.00003409165,0.00001113442,0.000001921235,0.000002647916,0.00002805573,6.660119e-7,0.0009106899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009259339,"threshold_uncertainty_score":0.01841092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946826991466788,"score_gpt":0.2196208477267492,"score_spread":0.2001525778120813,"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."}}