{"id":"W2135145266","doi":"10.1093/annhyg/meu079","title":"Urinary Metal Concentrations Among Female Welders","year":2014,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"WorkSafeBC","keywords":"Urinary system; Medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005876796,0.00008892154,0.0001199711,0.00001922391,0.0001582266,0.00001059327,0.000239143,0.00003491751,0.00133438],"category_scores_gemma":[0.0001404465,0.00006265652,0.00009066239,0.0001784688,0.0003688869,0.0002322977,0.00008646557,0.00007249555,0.0002729988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008978168,"about_ca_system_score_gemma":0.00001500883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002274862,"about_ca_topic_score_gemma":0.00004537331,"domain_scores_codex":[0.9989648,0.0001221749,0.0002239337,0.0001522289,0.0003556771,0.0001811858],"domain_scores_gemma":[0.999403,0.0001440854,0.0001053476,0.0002472059,0.00002755747,0.00007283143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003155497,0.000925741,0.9150856,0.00002180561,0.0001339797,0.000004753483,0.001340257,0.01558377,0.01051557,0.02568585,0.009692914,0.02069423],"study_design_scores_gemma":[0.0001281775,0.0001707884,0.9696879,0.000004993975,0.00001182388,0.000002398709,0.00003823566,0.001569101,0.01965184,0.001859366,0.006781507,0.00009385693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768726,0.00002586135,0.0008426326,0.0007878591,0.00006650618,0.0001138811,0.00001213169,0.00001612428,0.02126246],"genre_scores_gemma":[0.9981443,0.000007663202,0.0002782181,0.0006917462,0.00005689989,0.00001007562,0.00001357689,0.000005618476,0.0007918965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05460234,"threshold_uncertainty_score":0.9995785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07746728153620105,"score_gpt":0.3315382816796652,"score_spread":0.2540710001434642,"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."}}