{"id":"W2166102860","doi":"10.1503/cmaj.060367","title":"How should developing countries manage diabetes?","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Developing country; Middle East; Medicine; Low and middle income countries; East Asia; Developed country; Geography; Environmental health; Economic growth; China; Population; Endocrinology; Economics","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":[0.005601411,0.001017496,0.001285201,0.001271607,0.002518133,0.006400551,0.001087625,0.005641607,0.004536162],"category_scores_gemma":[0.01645121,0.0002578982,0.0005108465,0.001673653,0.002311885,0.006242082,0.003116676,0.009609153,0.002335308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718972,"about_ca_system_score_gemma":0.008928823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182099,"about_ca_topic_score_gemma":0.01693157,"domain_scores_codex":[0.9979235,0.0009515166,0.0001712801,0.00009739422,0.0004111152,0.0004451344],"domain_scores_gemma":[0.9942861,0.001210221,0.0005700604,0.0001752093,0.001740554,0.002017887],"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":[0.0002372299,0.0005029817,0.01646118,0.002659337,0.0001696583,0.001437724,0.002459757,0.000428899,0.0005520258,0.02195208,0.6026852,0.3504539],"study_design_scores_gemma":[0.0004686279,0.0002105442,0.0120197,0.006540745,0.000247472,0.0007190536,0.01039402,0.0002501261,0.0002970162,0.03882404,0.9299338,0.00009477414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00274669,0.07851626,0.0009807908,0.891848,0.01492805,0.00006307295,0.0002135164,0.00008630625,0.01061728],"genre_scores_gemma":[0.08359671,0.2811275,0.01061341,0.588563,0.02321474,0.0004570743,0.0004944467,0.0001266535,0.01180649],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01182099,"threshold_uncertainty_score":0.02962345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008967758759515875,"score_gpt":0.2151996010001407,"score_spread":0.2062318422406249,"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."}}