{"id":"W4225567905","doi":"","title":"Diabetes in Pakistan: Addressing the crisis","year":2022,"lang":"en","type":"article","venue":"eCommons - AKU (Aga Khan University)","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Diabetes mellitus; Scopus; Type 2 diabetes; Population; Disease; MEDLINE; Gerontology; Environmental health; Demography; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002888981,0.0006929867,0.0006641712,0.00143887,0.002104126,0.004656032,0.0009627582,0.003228759,0.01550179],"category_scores_gemma":[0.00471175,0.0002400144,0.0005388008,0.002547013,0.001365103,0.004913387,0.004118131,0.004636795,0.002470435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003608666,"about_ca_system_score_gemma":0.01813539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03995724,"about_ca_topic_score_gemma":0.02545236,"domain_scores_codex":[0.9989785,0.0001725288,0.00009694423,0.0000890161,0.0002293614,0.0004336551],"domain_scores_gemma":[0.995706,0.0005015825,0.0004514047,0.0001044708,0.001061263,0.002175217],"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":[0.0002890265,0.000163218,0.01859315,0.001754331,0.0000709696,0.002294976,0.001191429,0.0003144679,0.0004425283,0.01767761,0.5869073,0.3703009],"study_design_scores_gemma":[0.0001592205,0.0002548225,0.06070125,0.003773224,0.00007709606,0.002402784,0.01499955,0.0006075088,0.0002860432,0.02286706,0.8937777,0.0000937232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01737572,0.08655499,0.0007856814,0.8492598,0.01343262,0.00005169425,0.003703309,0.0001657893,0.02867033],"genre_scores_gemma":[0.3776273,0.332222,0.004800785,0.2382317,0.02542334,0.0001817807,0.005992415,0.00008686118,0.01543381],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03995724,"threshold_uncertainty_score":0.0794493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279641282768231,"score_gpt":0.2515739914688321,"score_spread":0.223609863192009,"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."}}