{"id":"W4414853006","doi":"10.1136/oemed-2025-epicohabstracts.96","title":"8288448 Joint effects of occupational exposure to hexavalent chromium and tobacco smoking on lung cancer risk","year":2025,"lang":"en","type":"article","venue":"","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Absolute risk reduction; Odds ratio; Lung cancer; Occupational exposure; Confidence interval; Case-control study; Hexavalent chromium; Relative risk","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":[0.001333909,0.0003376669,0.0004324177,0.001023425,0.00034454,0.0005861078,0.0004221069,0.0002748079,0.01141522],"category_scores_gemma":[0.001731908,0.0002433878,0.000984657,0.001322522,0.0002728837,0.0001444829,0.0004725397,0.0002507054,0.0008134073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004952318,"about_ca_system_score_gemma":0.001011207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1254793,"about_ca_topic_score_gemma":0.1138519,"domain_scores_codex":[0.9990894,0.0002382938,0.00006226375,0.0001536697,0.0003283813,0.0001280284],"domain_scores_gemma":[0.9989653,0.0003692326,0.0002406524,0.0001271496,0.0001759624,0.0001216686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009624978,0.00003857227,0.9865307,0.00005645736,0.0007545357,0.0001293487,0.00004512907,0.0001615453,0.001175966,0.00005590134,0.0006451526,0.00944401],"study_design_scores_gemma":[0.00002088393,0.00007621907,0.9978637,0.0000169614,0.0002564462,0.0001478646,0.00002945732,0.0002207277,0.0002957988,0.00002971272,0.001039409,0.000002822434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837187,0.002848174,0.001913619,0.0001318006,0.00003673799,0.00008454537,0.00595472,0.00007824822,0.005233411],"genre_scores_gemma":[0.9914586,0.0005456174,0.0009573259,0.00006873647,0.00002619685,0.00003235271,0.003135907,0.00002103361,0.003754199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1254793,"threshold_uncertainty_score":0.249498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005887520594532898,"score_gpt":0.2535797337223079,"score_spread":0.247692213127775,"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."}}