{"id":"W2157568865","doi":"10.1016/s1499-2671(09)34004-6","title":"Diabetes and Chronic Disease Management","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Diabetes mellitus; United Kingdom Prospective Diabetes Study; Incidence (geometry); Scopus; Type 2 diabetes; Disease; Internal medicine; Gerontology; Intensive care medicine; Pediatrics; Family medicine; MEDLINE; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002249261,0.0004229471,0.0006663476,0.002382548,0.001417581,0.003260005,0.0004819739,0.001374893,0.02831808],"category_scores_gemma":[0.005864209,0.0001825233,0.0005604546,0.003221201,0.0008511867,0.00121823,0.00163501,0.002733022,0.003918174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004599117,"about_ca_system_score_gemma":0.01702179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.15898,"about_ca_topic_score_gemma":0.3104362,"domain_scores_codex":[0.9981872,0.0003894529,0.0001430804,0.0000975544,0.000894633,0.0002881571],"domain_scores_gemma":[0.99603,0.0004594991,0.0003189156,0.0001287026,0.001365159,0.001697695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004151496,0.0001297588,0.01314516,0.0004014676,0.00004184292,0.0001121495,0.000293862,0.00005337026,0.00007076103,0.01735503,0.7330291,0.2353259],"study_design_scores_gemma":[0.00002913202,0.00004534677,0.06483122,0.001209521,0.00005042344,0.000212732,0.0006708999,0.00005962897,0.00002408643,0.005492588,0.9273602,0.00001419424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005149418,0.2297986,0.0003578056,0.4145709,0.02897913,0.0001092912,0.002757607,0.00007732862,0.3181999],"genre_scores_gemma":[0.1480245,0.4901697,0.003108694,0.1230555,0.03877631,0.0003183897,0.005571224,0.00005098542,0.1909247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.15898,"threshold_uncertainty_score":0.3161093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008158793453896637,"score_gpt":0.2253034536879711,"score_spread":0.2171446602340745,"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."}}