{"id":"W2942401461","doi":"10.1289/isee.2011.00912","title":"LONG-TERM EXPOSURE TO AMBIENT AIR POLLUTION AND LUNG CANCER RISK IN CANADA","year":2011,"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":"Public Health Agency of Canada; Cancer Care Ontario; University of British Columbia","funders":"","keywords":"Lung cancer; Medicine; Environmental health; Population; Odds ratio; Demography; Cancer; Family history; Incidence (geometry); Air pollution; Lung cancer screening; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005299546,0.0002672562,0.0002639636,0.0009116929,0.001634456,0.001022218,0.0009766984,0.0003933846,0.0026812],"category_scores_gemma":[0.001536764,0.0002269949,0.0005112404,0.002725934,0.0004847049,0.0003205048,0.0007692841,0.0006414598,0.0002022414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02228741,"about_ca_system_score_gemma":0.03193132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955513,"about_ca_topic_score_gemma":0.99566,"domain_scores_codex":[0.999411,0.00004532103,0.00004174819,0.0001095185,0.0002340179,0.0001584474],"domain_scores_gemma":[0.9982846,0.0001043035,0.0002739485,0.00005277342,0.0008682394,0.0004161042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007901786,0.00002960647,0.990068,0.00006809167,0.00009828821,0.00009832843,0.0002567712,0.0003026607,0.0001743492,0.0002318523,0.001518998,0.00707411],"study_design_scores_gemma":[0.00001307865,0.00002153963,0.9961382,0.00006778665,0.00007686737,0.00008426906,0.0004272294,0.0007162617,0.00009344918,0.0001195364,0.002231621,0.00001021636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681405,0.009694288,0.0008005082,0.002369084,0.00005656286,0.00006766848,0.01146232,0.00007144387,0.007337706],"genre_scores_gemma":[0.9931784,0.002074873,0.0004100859,0.000132626,0.00001025183,0.00001627211,0.002537316,0.000008699789,0.001631522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02228741,"threshold_uncertainty_score":0.1617072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040929281130897,"score_gpt":0.283787173719219,"score_spread":0.242857892588322,"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."}}