{"id":"W2090636204","doi":"10.1097/01.ede.0000181630.15826.7d","title":"Spatial Analysis of Air Pollution and Mortality in Los Angeles","year":2005,"lang":"en","type":"article","venue":"Epidemiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":991,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Fredericton; University of New Brunswick; University of Ottawa; Health Canada","funders":"National Institute of Environmental Health Sciences","keywords":"Relative risk; Confidence interval; Air pollution; Confounding; Medicine; Environmental health; Proportional hazards model; Demography; Surgery; 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":[0.0005540089,0.0001822858,0.000212388,0.001535482,0.0002400984,0.0005275822,0.0002947275,0.0001079747,0.00131395],"category_scores_gemma":[0.003094519,0.0001086994,0.0004003597,0.001797048,0.0002617991,0.000183207,0.0006083832,0.0001702631,0.0000819212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009074022,"about_ca_system_score_gemma":0.0007007218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1156938,"about_ca_topic_score_gemma":0.07861594,"domain_scores_codex":[0.9995133,0.0002112346,0.00003510083,0.0001092245,0.0000898158,0.0000412281],"domain_scores_gemma":[0.9978852,0.0007962945,0.0006847282,0.0001345929,0.0003976228,0.0001014907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155341,0.00001667287,0.9852493,0.0001068374,0.0004379981,0.0001092493,0.0001798638,0.004369283,0.0002714653,0.0004568167,0.00105028,0.00763681],"study_design_scores_gemma":[0.0000100804,0.0000237099,0.9918835,0.00002871597,0.0001313492,0.00007148615,0.0003101565,0.005873313,0.00008898734,0.0004676034,0.001102137,0.000008932605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935824,0.001560335,0.001430171,0.0002348086,0.00001099317,0.0000194791,0.002021961,0.00006717588,0.001072502],"genre_scores_gemma":[0.9985252,0.0002485076,0.0004500699,0.00001017073,0.000009225098,0.00001608226,0.0005871294,0.000003927784,0.0001496721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156938,"threshold_uncertainty_score":0.2300408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08516003027917572,"score_gpt":0.3860015457273134,"score_spread":0.3008415154481377,"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."}}