{"id":"W2989949099","doi":"10.1289/isesisee.2018.p03.0970","title":"Air Pollutants and Incidence of All-Cause, Lung, and Bladder Cancer in the Gazel Cohort (1989-2014)","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Lung cancer; Medicine; Interquartile range; Bladder cancer; Hazard ratio; Proportional hazards model; Population; Cohort; Cancer; Incidence (geometry); Cohort study; Internal medicine; Environmental health; Confidence interval","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000862868,0.0001580037,0.000208028,0.00003690818,0.0001119574,0.00003366331,0.0002581876,0.0001138272,0.001154221],"category_scores_gemma":[0.0001295051,0.0001177262,0.00001430762,0.0001280363,0.0008161572,0.0003734556,0.0001241345,0.0002090588,0.00007576088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005696226,"about_ca_system_score_gemma":0.00009631081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004622824,"about_ca_topic_score_gemma":0.01141161,"domain_scores_codex":[0.9984726,0.0000936018,0.0003589319,0.0003237228,0.0003555247,0.000395561],"domain_scores_gemma":[0.9991764,0.0001592058,0.0001830853,0.0002747175,0.00002404203,0.0001825112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002375047,0.0003411333,0.8925323,0.000227765,0.0001263977,0.00006988911,0.03120278,0.001083901,0.009437186,0.00155299,0.02224123,0.04094693],"study_design_scores_gemma":[0.0002523864,0.0000959337,0.9960053,0.00007155506,0.000026772,0.00001493711,0.0003656176,0.0002866313,0.0005460267,0.0008029738,0.001387965,0.0001439344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989136,0.0002033911,0.00002786958,0.003913185,0.00007229953,0.000360007,0.00003512141,0.00001226068,0.006239815],"genre_scores_gemma":[0.9953738,0.0008936427,0.0001027017,0.003434006,0.00004429586,0.00001613842,0.00000104559,0.000007925699,0.0001264175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103473,"threshold_uncertainty_score":0.9997588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954719146395869,"score_gpt":0.343992076372888,"score_spread":0.2944448849089293,"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."}}