{"id":"W2897011053","doi":"10.1016/j.scitotenv.2018.10.266","title":"Geographical variation in lung cancer risk associated with road traffics in Jiading District, Shanghai","year":2018,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Government of Jiangsu Province","keywords":"Lung cancer; Logistic regression; Medicine; Environmental health; Colorectal cancer; Population; Cancer; Demography; Oncology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003871646,0.0003781841,0.0003227521,0.001582844,0.000597544,0.000617846,0.0003991842,0.0003012197,0.001596257],"category_scores_gemma":[0.0005963941,0.0004733295,0.0006908166,0.002136601,0.0005794201,0.000237628,0.0004741853,0.0002685691,0.0001717351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009981213,"about_ca_system_score_gemma":0.0009532874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1113255,"about_ca_topic_score_gemma":0.1358848,"domain_scores_codex":[0.9995248,0.0001050454,0.00006844697,0.0001316823,0.00005710102,0.0001129349],"domain_scores_gemma":[0.9989894,0.0001344243,0.0002701161,0.00009348529,0.0002127812,0.0002997309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009839013,0.00001547763,0.9975808,0.00001456607,0.0001319403,0.0001811697,0.0002916621,0.0001470116,0.0007537659,0.00004943009,0.00009615659,0.0006395637],"study_design_scores_gemma":[0.000002113583,0.00001638733,0.9994282,0.000001425155,0.00002545098,0.00004751334,0.0002615019,0.0001187249,0.00002740951,0.0000084013,0.00005963573,0.000003224818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993954,0.00009957951,0.00005009971,0.00002081902,0.000004118114,0.000001964313,0.0002352193,0.000006068356,0.0001867127],"genre_scores_gemma":[0.9996642,0.00002651937,0.00002037395,0.000003247918,0.000002910335,0.000001828603,0.0001637172,0.000001038469,0.0001162195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113255,"threshold_uncertainty_score":0.2213551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392728546394404,"score_gpt":0.2597561272751855,"score_spread":0.2458288418112415,"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."}}