{"id":"W2155100633","doi":"10.1111/j.1464-5491.2009.02805.x","title":"Increasing incidence and prevalence with limited survival gains among rural Albertans with diabetes: a retrospective cohort study, 1995–2006","year":2009,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Demography; Diabetes mellitus; Incidence (geometry); Residence; Rural area; Logistic regression; Population; Cohort; Cohort study; Gerontology; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001210606,0.0004017697,0.0008475006,0.0002961863,0.0001599313,0.00004508253,0.0001568316,0.00007349895,0.000107766],"category_scores_gemma":[0.000649423,0.000268418,0.00003037794,0.0008401085,0.0005167317,0.0002757195,0.00004018356,0.0003225017,0.000006690507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725409,"about_ca_system_score_gemma":0.00007228043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004396417,"about_ca_topic_score_gemma":0.0001694911,"domain_scores_codex":[0.9972295,0.0001621022,0.0004145596,0.0006181881,0.000963351,0.0006122793],"domain_scores_gemma":[0.998246,0.0002808021,0.0002319853,0.0005914124,0.00028289,0.0003669835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002043026,0.0004237276,0.9950126,0.0001719284,0.0002153032,0.0000302575,0.002105614,0.000002890999,0.0002854047,0.00005160974,0.0002429981,0.001253307],"study_design_scores_gemma":[0.003358482,0.00605005,0.9838388,0.002228937,0.001275273,0.000008060068,0.002403929,0.0003825699,0.00005211062,0.00006313444,0.00002155664,0.0003171057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989773,0.000317854,0.00004403088,0.001860198,0.000126298,0.002127482,0.000002652427,0.0001253405,0.005623176],"genre_scores_gemma":[0.9974476,0.00007087584,0.0002156153,0.0007965399,0.0002839964,0.00009640963,0.00006231752,0.00003885927,0.00098778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117386,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018707906204855,"score_gpt":0.2555912116075614,"score_spread":0.2454041325455128,"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."}}