{"id":"W2127762378","doi":"10.1093/aje/kwq379","title":"Life-Course Socioeconomic Position and Type 2 Diabetes Mellitus","year":2011,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Life course approach; Cumulative incidence; Medicine; Incidence (geometry); Demography; Confidence interval; Odds ratio; Type 2 diabetes; Socioeconomic status; Gerontology; Logistic regression; Diabetes mellitus; Internal medicine; Cohort; Psychology; Population; Endocrinology; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003206375,0.00006691307,0.000469864,0.00004950135,0.0001565742,0.000004775743,0.0001275935,0.00005608137,0.0003294186],"category_scores_gemma":[0.002644432,0.00005575577,0.00007191162,0.00005441197,0.0009126579,0.0001223631,0.0000152034,0.0001631943,0.00002081676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000487125,"about_ca_system_score_gemma":0.0003648305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289719,"about_ca_topic_score_gemma":0.0001365441,"domain_scores_codex":[0.9980423,0.0009693801,0.0004700998,0.00009221266,0.0000449806,0.0003810671],"domain_scores_gemma":[0.9971635,0.001642404,0.000588106,0.00006635468,0.00008446154,0.0004551734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000426577,0.00002735768,0.9229577,0.000008236875,0.00007258737,0.000003460604,0.003936742,0.000001802418,0.00000215455,0.02953746,0.005032674,0.03837714],"study_design_scores_gemma":[0.0001985968,0.0007154751,0.9373331,0.00002700416,0.00007100345,0.00001064489,0.007547617,0.00001597686,0.000004779192,0.02440032,0.02953774,0.0001377495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636822,0.00584312,0.00007973587,0.0276757,0.0006166217,0.00004434158,0.000001670999,0.000008299419,0.00204836],"genre_scores_gemma":[0.9716966,0.005634436,0.00247868,0.01978463,0.0003676767,8.213073e-7,4.765941e-7,0.000005743626,0.00003096536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03823939,"threshold_uncertainty_score":0.4379704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05007378209265211,"score_gpt":0.3645238776022076,"score_spread":0.3144500955095555,"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."}}