{"id":"W7104044879","doi":"10.11847/zgggws1146511","title":"The relationship between metabolites of polycyclic aromatic hydrocarbons in urine and changes in cognitive function of steel mill workers：a longitudinal study","year":2025,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Urine; Function (biology); Longitudinal study; Metabolite; Effects of sleep deprivation on cognitive performance; Cognitive test; Urinary system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007884123,0.0004419214,0.0003116083,0.0005003912,0.0005534042,0.0005767593,0.0002430423,0.0004831554,0.0008828326],"category_scores_gemma":[0.0009977325,0.0003900822,0.0005822873,0.0006272544,0.000188099,0.0003837965,0.0003836477,0.0006149057,0.0001940349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002974943,"about_ca_system_score_gemma":0.0003970253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009756837,"about_ca_topic_score_gemma":0.01144922,"domain_scores_codex":[0.999635,0.00006141902,0.00003149507,0.0001127452,0.00008332944,0.0000761225],"domain_scores_gemma":[0.9991108,0.00007065349,0.0003732935,0.00008500927,0.0002006818,0.0001596087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002224777,0.00009852816,0.9976283,0.00000872368,0.0001508592,0.00005067492,0.00008638998,0.0000280175,0.0005869747,0.000007601372,0.0000519973,0.001079617],"study_design_scores_gemma":[0.000004271575,0.000134561,0.9993777,0.000002505412,0.00003758733,0.00005474539,0.00008977178,0.00009874453,0.00008774333,0.0000109083,0.00009810054,0.000003298463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990224,0.0003680394,0.0001377164,0.00002957932,0.000008674544,0.000007198984,0.0002621464,0.000003219929,0.0001609741],"genre_scores_gemma":[0.9989353,0.0001478434,0.00009600309,0.00002037205,0.00001013184,0.000008608284,0.0002890812,0.0000012844,0.0004913153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009756837,"threshold_uncertainty_score":0.01940006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2027295440219709,"score_gpt":0.4866214864273967,"score_spread":0.2838919424054258,"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."}}