{"id":"W4324137719","doi":"10.1136/oem-2023-epicoh.202","title":"O-59 Increased lung cancer risk and occupational benzene exposure: results from a pooled case-control study","year":2023,"lang":"en","type":"article","venue":"Abstracts","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Lung cancer; Medicine; Odds ratio; Logistic regression; Carcinogen; Occupational exposure; Case-control study; Environmental health; Cancer; Population; Internal medicine; Oncology; Chemistry","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":[0.003080211,0.0007908766,0.00155717,0.001874641,0.0005190777,0.001279038,0.000534883,0.001063999,0.002236218],"category_scores_gemma":[0.006949854,0.0008459787,0.00365824,0.002547605,0.000388524,0.0003576199,0.0006060873,0.0003596279,0.0003131551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005537954,"about_ca_system_score_gemma":0.0004647335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473198,"about_ca_topic_score_gemma":0.01374489,"domain_scores_codex":[0.9970484,0.0009290609,0.0004889105,0.0009583546,0.0004307296,0.0001445599],"domain_scores_gemma":[0.9973182,0.0008038763,0.0007470482,0.0005849368,0.0004102882,0.000135563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00409661,0.0001448141,0.9656188,0.0005537963,0.02019965,0.0003836902,0.0001566496,0.0002523996,0.002243246,0.00003275694,0.0005194066,0.005798184],"study_design_scores_gemma":[0.0003614013,0.0003816212,0.9824522,0.00007992939,0.0146225,0.0005209263,0.00007953316,0.0003285586,0.0003011287,0.00004692376,0.0008032224,0.00002214787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979567,0.01504931,0.001956187,0.00006208948,0.00005934792,0.0001337885,0.002403438,0.00005155972,0.0007173519],"genre_scores_gemma":[0.9958606,0.001733608,0.0006354564,0.00006246763,0.00005178502,0.00009249867,0.001356577,0.00001301224,0.0001939744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473198,"threshold_uncertainty_score":0.02929246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157460315988225,"score_gpt":0.2796446478731078,"score_spread":0.2638986162742853,"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."}}