{"id":"W2202508361","doi":"10.1016/j.jcjd.2015.02.001","title":"The Future of Diabetes","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prediabetes; Diabetes mellitus; Incidence (geometry); Scopus; Population; Epidemiology; Gerontology; Public health; Family medicine; Demography; MEDLINE; Type 2 diabetes; Environmental health; Internal medicine; Pathology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004957635,0.0005719098,0.001004514,0.001877856,0.002177893,0.007210627,0.001006141,0.00448776,0.02304095],"category_scores_gemma":[0.007768857,0.0002745507,0.0006226191,0.001287691,0.004309735,0.004185488,0.002343871,0.008400219,0.003563286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00589122,"about_ca_system_score_gemma":0.01165372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02399824,"about_ca_topic_score_gemma":0.06123687,"domain_scores_codex":[0.9978707,0.0007305382,0.0001168548,0.0002226273,0.0006676428,0.0003916804],"domain_scores_gemma":[0.992255,0.001921103,0.0003789976,0.000350781,0.001713934,0.003380131],"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":[0.0002101514,0.00008976564,0.002006694,0.0007209643,0.00005590546,0.0002339282,0.0006719441,0.0001233555,0.0002794588,0.09491595,0.6488544,0.2518375],"study_design_scores_gemma":[0.00002673436,0.00001984621,0.001362244,0.0009389761,0.0000188246,0.0001264806,0.0006174676,0.00004614325,0.00002123943,0.01505871,0.9817477,0.000015575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0006123175,0.4796308,0.0002115203,0.4656678,0.02812299,0.000005128067,0.0001180801,0.00002771424,0.02560367],"genre_scores_gemma":[0.03223554,0.7175518,0.0009824634,0.1456375,0.07700638,0.0000340116,0.0002134639,0.00003834234,0.02630046],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02399824,"threshold_uncertainty_score":0.07707965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176782798453155,"score_gpt":0.2145567502826349,"score_spread":0.2027889222981033,"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."}}