{"id":"W2126007894","doi":"10.1093/aje/kwh181","title":"Traffic Air Pollution and Mortality Rate Advancement Periods","year":2004,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Canada","keywords":"Medicine; Confidence interval; Relative risk; Diabetes mellitus; Demography; Population; Mortality rate; Environmental health; Residence; Body mass index; Rate ratio; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003750425,0.0001028564,0.0004577038,0.00003400781,0.0001041577,0.000002004461,0.000107587,0.00003679823,0.0001463686],"category_scores_gemma":[0.0008477731,0.00008013232,0.00006362943,0.000131713,0.0009669277,0.0001664002,0.00003938844,0.0002063448,0.00002290697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602813,"about_ca_system_score_gemma":0.00005242351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000528365,"about_ca_topic_score_gemma":0.0001249768,"domain_scores_codex":[0.9980382,0.0007078478,0.0006505841,0.0001564406,0.00009386543,0.0003530699],"domain_scores_gemma":[0.9985575,0.0002644297,0.000727256,0.0001213859,0.00001046871,0.000318961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003527875,0.000267845,0.2275553,0.00002656294,0.00008781814,0.00004555365,0.002714202,0.3920573,0.000519998,0.003481472,0.002118096,0.370773],"study_design_scores_gemma":[0.0004890514,0.001699985,0.9733407,0.00001965358,0.00002066722,0.0001199198,0.0004206525,0.0002109607,0.00002076438,0.004696757,0.0188518,0.0001090558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487494,0.0002041007,0.01398438,0.0367556,0.0001196735,0.00006032708,0.000002441193,0.000006905323,0.0001171163],"genre_scores_gemma":[0.9633657,0.0007043782,0.01152731,0.02430657,0.00007668767,0.000001287727,7.414449e-7,0.000005158382,0.00001220974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7457854,"threshold_uncertainty_score":0.3562686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05648679396303263,"score_gpt":0.3777669621674226,"score_spread":0.32128016820439,"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."}}