{"id":"W2140375787","doi":"10.1016/j.diabres.2012.11.006","title":"By the numbers: New estimates from the IDF Diabetes Atlas Update for 2012","year":2012,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":157,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; China; Quarter (Canadian coin); Population; Pace; Developing country; Disease; Environmental health; Gerontology; Demography; Economic growth; Geography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001891081,0.001528399,0.0008949128,0.007809032,0.0004338914,0.003653768,0.001076821,0.001257655,0.01418932],"category_scores_gemma":[0.0125588,0.0005907887,0.001432494,0.0159198,0.0002432067,0.00393202,0.001205773,0.003636517,0.01700079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002739002,"about_ca_system_score_gemma":0.003055303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06757122,"about_ca_topic_score_gemma":0.08676326,"domain_scores_codex":[0.9966847,0.000354983,0.0004980995,0.000304035,0.001813948,0.0003442402],"domain_scores_gemma":[0.9936082,0.0007378142,0.001153609,0.0002208407,0.003925977,0.0003535718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001078412,0.0000227553,0.007178715,0.000432136,0.00004294452,0.00001904798,0.00005251351,0.0001462813,0.00004073878,0.0009566761,0.9487729,0.04222745],"study_design_scores_gemma":[0.00003925152,0.00001682167,0.04860215,0.0004679627,0.00009125156,0.0001759116,0.0001572036,0.0002298216,0.000155266,0.0004770382,0.9495543,0.00003289235],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01015674,0.0542806,0.003463262,0.01683555,0.01192747,0.0002017401,0.8246262,0.001662536,0.07684597],"genre_scores_gemma":[0.05603801,0.06571323,0.008840503,0.008215343,0.005498511,0.001021415,0.7749258,0.000839635,0.07890751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06757122,"threshold_uncertainty_score":0.1343558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489425581809118,"score_gpt":0.4737803511999722,"score_spread":0.3248377930190604,"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."}}