{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006725265,0.0002065845,0.0003143073,0.001287062,0.0004040797,0.001270644,0.000491991,0.0005719474,0.001068902],"category_scores_gemma":[0.004204325,0.0001502341,0.0005105902,0.002214256,0.0002535934,0.0006197704,0.0004685889,0.0007490256,0.0001667307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003297742,"about_ca_system_score_gemma":0.001705467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2196239,"about_ca_topic_score_gemma":0.2601091,"domain_scores_codex":[0.9990601,0.0001435825,0.00009085671,0.0001413476,0.0002273415,0.0003367749],"domain_scores_gemma":[0.9973761,0.0002355453,0.001616729,0.00003632416,0.000422501,0.0003127127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009311165,0.00002283499,0.9970978,0.00001580366,0.00005750838,0.00007716356,0.00005101251,0.0001489411,0.00002505672,0.00003632283,0.000341371,0.002033054],"study_design_scores_gemma":[0.000002525227,0.00001659758,0.9993457,0.00001489497,0.00001747239,0.0001029437,0.0001072432,0.0001114057,0.00001419272,0.000009086419,0.0002552943,0.000002578217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907351,0.002811654,0.00006131581,0.0003644802,0.00002313111,0.00001250525,0.00430681,0.000004898862,0.001680122],"genre_scores_gemma":[0.9944472,0.001005549,0.0000818656,0.000124161,0.00003343692,0.00001080744,0.00396022,0.000002060852,0.0003347029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196239,"threshold_uncertainty_score":0.4366912,"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."}}