{"id":"W2581783831","doi":"10.1016/j.envint.2016.12.011","title":"Ambient ozone and incident diabetes: A prospective analysis in a large cohort of African American women","year":2017,"lang":"en","type":"article","venue":"Environment International","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"National Cancer Institute; National Institute of Environmental Health Sciences; Centers for Disease Control and Prevention","keywords":"Prospective cohort study; Diabetes mellitus; Environmental health; Medicine; Ozone; Cohort study; Cohort; Gerontology; Environmental science; Geography; Internal medicine; Meteorology; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006420263,0.0001046569,0.0002421712,0.0000928822,0.000117893,0.00003575003,0.000279454,0.00002605073,0.002238244],"category_scores_gemma":[0.00007961646,0.0001017436,0.00004276793,0.0000833382,0.0004188359,0.0002484615,0.0004030928,0.00009891879,0.00005025084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007779307,"about_ca_system_score_gemma":0.000005975081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001224253,"about_ca_topic_score_gemma":0.0005283445,"domain_scores_codex":[0.9986175,0.00004767337,0.000279163,0.0003026334,0.0004672603,0.0002857196],"domain_scores_gemma":[0.9991789,0.00003398237,0.0003515086,0.0002954784,0.000002741021,0.0001373636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002753121,0.0002552758,0.9954022,0.000002909057,0.0001116012,0.000002438082,0.002377827,0.0002992317,0.0001330232,0.0000907236,0.00003845899,0.001258808],"study_design_scores_gemma":[0.000363243,0.0001098851,0.9941928,0.000005553182,0.00002434765,2.587877e-7,0.0005014411,0.002337358,0.000102216,0.0002830816,0.001979151,0.0001006447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956883,0.000006658809,0.0002703812,0.001299832,0.00003108424,0.0002160633,0.00005249336,0.000005218947,0.002429973],"genre_scores_gemma":[0.9987635,0.0000699209,0.000466804,0.0003353667,0.00001661891,0.00007811573,0.00001334666,0.000005970427,0.0002503347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003075227,"threshold_uncertainty_score":0.9986739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089869382517577,"score_gpt":0.2774081609285007,"score_spread":0.266509467103325,"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."}}