{"id":"W3186200625","doi":"10.3390/cancers13143581","title":"Occupational Exposure to Carcinogens and Occupational Epidemiological Cancer Studies in Iran: A Review","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada","funders":"World Health Organization","keywords":"Occupational cancer; Occupational exposure; Environmental health; Epidemiology; Carcinogen; Medicine; Pathology; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002287675,0.0003810237,0.002112866,0.0001208677,0.00005657634,0.000005594709,0.00008054658,0.000150893,0.0005603834],"category_scores_gemma":[0.0005550587,0.0002764422,0.0003367534,0.0003697533,0.0001580534,0.00004061918,0.0001068137,0.0002430198,0.00002922191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419568,"about_ca_system_score_gemma":0.001404975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001198872,"about_ca_topic_score_gemma":0.0000790619,"domain_scores_codex":[0.997941,0.0001747091,0.0006711673,0.0006177637,0.0003353941,0.0002600316],"domain_scores_gemma":[0.998957,0.0003409994,0.0001688428,0.0002181762,0.00006151998,0.0002534104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001965682,0.00008688684,0.1531094,0.1181755,0.0008425608,0.000255711,0.00009899371,0.000147317,7.493192e-7,0.0001356743,0.07297228,0.6539783],"study_design_scores_gemma":[0.0002841195,0.0001178515,0.06517298,0.108711,0.00126716,0.00005721983,0.00003535209,0.000002142444,1.214021e-7,0.000007906961,0.8240276,0.0003165393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006858428,0.9968974,0.000002023467,0.000307899,0.0002459184,0.001109419,0.0006613815,0.00001578561,0.00007435778],"genre_scores_gemma":[0.0001407517,0.9927083,0.0002443805,0.004034136,0.0003695154,0.001311119,0.0008661373,0.00002516631,0.0003004952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7510554,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2684525312685846,"score_gpt":0.475311214646806,"score_spread":0.2068586833782214,"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."}}