{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000542394,0.0001815968,0.0004153071,0.0004958453,0.0005956956,0.00003883724,0.0004033834,0.00006115113,0.000652842],"category_scores_gemma":[0.00002712302,0.0001712253,0.0003636405,0.001102184,0.0001106983,0.0001413164,0.0004148354,0.000589184,0.00003000494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003589482,"about_ca_system_score_gemma":0.0001185465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873123,"about_ca_topic_score_gemma":0.002328054,"domain_scores_codex":[0.998294,0.0003706296,0.0001807025,0.0003458517,0.0003689705,0.0004398222],"domain_scores_gemma":[0.9989603,0.00009389076,0.00007806962,0.0006966778,0.00004032869,0.0001307992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001430162,0.003263776,0.4209977,0.0005924372,0.004188905,0.006652654,0.01307425,0.003066102,0.0007666485,0.008559996,0.1333187,0.4040887],"study_design_scores_gemma":[0.002576824,0.0002821314,0.08410829,0.0000685842,0.000352366,0.00001864662,0.0112797,0.0002881057,0.0005004434,0.0001503872,0.9000293,0.0003452221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621702,0.001184447,0.00002310459,0.00351125,0.000263269,0.0004791294,0.00004928136,0.0001194819,0.03219988],"genre_scores_gemma":[0.9964921,0.00004576024,0.0001151175,0.0005111857,0.0001061051,0.000008116508,0.00004001903,0.00003054773,0.002651042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7667106,"threshold_uncertainty_score":0.7148162,"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."}}