{"id":"W2137937906","doi":"","title":"Relation between income, air pollution and mortality: a cohort study.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Confidence interval; Air pollution; Demography; Particulates; Particulate pollution; Neighbourhood (mathematics); Relative risk; Pollutant; Cohort; Environmental health; Cohort study; Medicine; Geography; Air quality index; Mathematics; Meteorology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001592071,0.00007422786,0.000119855,0.00002416799,0.0001564712,0.0000126668,0.00004616299,0.00005555954,0.00006802493],"category_scores_gemma":[0.000173567,0.00006993105,0.0000135141,0.0001724087,0.00007091428,0.0002340442,0.0000386912,0.00009458847,0.00004466445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672485,"about_ca_system_score_gemma":0.000006678687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006047188,"about_ca_topic_score_gemma":0.0002237056,"domain_scores_codex":[0.9988809,0.000184226,0.0001993918,0.0002039543,0.0002561994,0.0002752955],"domain_scores_gemma":[0.9995298,0.00003286752,0.00006952026,0.0001566871,0.000002761127,0.0002083071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002431454,0.00003667938,0.9866236,0.000004420009,0.000009394248,7.105922e-7,0.0001988179,0.0000296504,2.787125e-7,0.0001382414,0.000234216,0.01272156],"study_design_scores_gemma":[0.0002427181,0.0000252985,0.995082,0.000001393566,0.00002438813,0.000001040529,0.00005302818,0.00001149497,0.000007754373,0.001226738,0.003243205,0.00008093293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878934,0.00001526196,0.0002022193,0.0007427558,0.00006644612,0.00112459,0.000002733992,0.00003701262,0.00991559],"genre_scores_gemma":[0.9985742,0.000008123632,0.0001084016,0.0007239386,0.00002577127,0.0002329005,0.000002607337,0.000005832509,0.0003182181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264063,"threshold_uncertainty_score":0.2851706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05013278085787459,"score_gpt":0.2899768110207916,"score_spread":0.2398440301629171,"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."}}