{"id":"W4415503370","doi":"10.23749/mdl.v116i5.17014","title":"Occupational-Related Exposure to Diesel Exhaust and Kidney Cancer: Systematic Review and Meta-Analysis of Cohort Studies","year":2025,"lang":"en","type":"review","venue":"˜La œMedicina del lavoro","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diesel exhaust; Diesel fuel; Confounding; Cohort study; Kidney; Cohort","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009578875,0.0004894367,0.00622444,0.0002765318,0.00007783966,0.00001566141,0.0002101099,0.0002730154,0.00004319953],"category_scores_gemma":[0.000498943,0.0003282089,0.0009498252,0.000666236,0.0001406349,0.000002944795,0.0003032705,0.0001504478,7.570584e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004824844,"about_ca_system_score_gemma":0.0003874315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001089268,"about_ca_topic_score_gemma":0.0001076514,"domain_scores_codex":[0.9972609,0.0003679001,0.001170362,0.0006789462,0.0003160485,0.000205851],"domain_scores_gemma":[0.9980481,0.0001956741,0.0005675532,0.0006653241,0.000337137,0.0001862023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000004541298,0.00003096183,0.00006000793,0.6813348,0.3129182,0.000005892414,0.00004573581,0.000003285498,0.00001256301,0.00004231374,0.004367271,0.001174428],"study_design_scores_gemma":[0.0001233965,0.0001164349,0.00004615571,0.03037489,0.9182437,0.00001516117,0.00004827027,0.000002015154,0.000005673927,0.000003030176,0.05070522,0.000316029],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004464941,0.9960554,0.00005413048,0.0002226368,0.00005323649,0.002495767,0.0009375861,0.000007190316,0.0001294272],"genre_scores_gemma":[0.0003124001,0.9948707,0.00008869439,0.0009222972,0.00002370526,0.001219825,0.0005143362,0.00002211071,0.002025901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6509599,"threshold_uncertainty_score":0.999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978957547913457,"score_gpt":0.395282539752659,"score_spread":0.3454929642735245,"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."}}