{"id":"W3044377510","doi":"10.1007/s13300-020-00884-0","title":"Burden of Diabetes and Prediabetes in Nepal: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Diabetes Therapy","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prediabetes; Medicine; Diabetes mellitus; Meta-analysis; Intensive care medicine; Systematic review; MEDLINE; Traditional medicine; Type 2 diabetes; Internal medicine; Endocrinology","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":[0.01344977,0.002561157,0.0167651,0.009141454,0.0007708049,0.003622761,0.002382871,0.002038897,0.0037256],"category_scores_gemma":[0.0336177,0.001680214,0.03407102,0.00993541,0.0006394717,0.002155137,0.002171468,0.001859666,0.0002459257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003036195,"about_ca_system_score_gemma":0.005730239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008291253,"about_ca_topic_score_gemma":0.01778097,"domain_scores_codex":[0.9918455,0.003142391,0.002780458,0.0008687527,0.0009958361,0.0003670747],"domain_scores_gemma":[0.9812602,0.0137964,0.002660031,0.0005202288,0.001563318,0.0001997994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007430494,0.00002751418,0.006038334,0.6322125,0.3444091,0.000197737,0.0001642817,0.0005299632,0.0001285705,0.0001697357,0.0008096413,0.01456955],"study_design_scores_gemma":[0.0002811331,0.0001390101,0.006612536,0.0811972,0.9083883,0.0001860435,0.0001070387,0.0002519297,0.0001028592,0.0002099957,0.002489166,0.00003477679],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004158229,0.9934968,0.0004765585,0.0002294798,0.00008996609,0.0003746968,0.000890557,0.00002271408,0.0002610783],"genre_scores_gemma":[0.110559,0.8832934,0.002186066,0.0006784711,0.0001587641,0.001658207,0.001177149,0.0000236807,0.0002652351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0167651,"threshold_uncertainty_score":0.07113004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05304638649614409,"score_gpt":0.3116499172448164,"score_spread":0.2586035307486723,"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."}}