{"id":"W2156044233","doi":"10.2337/dc06-0735","title":"Health Care Use and Costs in the Decade After Identification of Type 1 and Type 2 Diabetes","year":2006,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"","keywords":"Medicine; Type 2 diabetes; Per capita; Diabetes mellitus; Population; Health care; Environmental health; Gerontology; Research design; Demography; Endocrinology","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":[0.0002515604,0.0001455551,0.0003830976,0.0001192127,0.00005028334,0.00005461215,0.00006700517,0.00008877555,0.000003986996],"category_scores_gemma":[0.0001468241,0.0001117628,0.00006508512,0.0003327449,0.0001104144,0.0001155468,0.00003430869,0.0001368744,0.000006625057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006424954,"about_ca_system_score_gemma":0.00005835824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009564303,"about_ca_topic_score_gemma":0.001114051,"domain_scores_codex":[0.9988171,0.000124311,0.0002796824,0.0002623239,0.0002462041,0.0002703219],"domain_scores_gemma":[0.999109,0.00008544312,0.00008173325,0.0003808662,0.0002801101,0.00006285294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001858871,0.00002546358,0.9210704,0.000509236,0.00004112146,0.000002916186,0.001853745,0.000002380116,0.0003805352,0.00001647188,0.0003230931,0.07575606],"study_design_scores_gemma":[0.000566987,0.0001907081,0.9905579,0.0002166062,0.0001017068,8.671182e-7,0.0016302,0.00001599252,0.003107575,0.00001689776,0.003482744,0.0001118199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373508,0.06165678,5.68132e-7,0.0001726037,0.00009711834,0.0005555223,0.00006260652,0.0000199836,0.00008400514],"genre_scores_gemma":[0.998735,0.0003484397,0.00008121028,0.0004069735,0.0001029241,0.00004332097,0.0002435281,0.00002352602,0.00001510953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07564423,"threshold_uncertainty_score":0.4557557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824390975210317,"score_gpt":0.243277396753927,"score_spread":0.2350334870018239,"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."}}