{"id":"W2919371810","doi":"10.1111/dom.13687","title":"Time trends in prescribing of type 2 diabetes drugs, glycaemic response and risk factors: A retrospective analysis of primary care data, 2010–2017","year":2019,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIHR Exeter Clinical Research Facility; Medical Research Council; National Institute for Health and Care Research; Medical Research Council Canada; Department of Health and Social Care; Wellcome Trust","keywords":"Medicine; Discontinuation; Type 2 diabetes; Metformin; Medical prescription; Blood pressure; Weight loss; Diabetes mellitus; Population; Internal medicine; Confidence interval; Endocrinology; Pharmacology; Obesity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006113666,0.0002509753,0.001291906,0.001011862,0.00004195464,0.00001919971,0.0001718021,0.0001166111,0.00007158546],"category_scores_gemma":[0.0001020847,0.0002111188,0.0001300695,0.0009067806,0.0001575154,0.0002863856,0.0003174843,0.0001600073,0.000004106245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005433592,"about_ca_system_score_gemma":0.00003624619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001852399,"about_ca_topic_score_gemma":0.0000178983,"domain_scores_codex":[0.9983327,0.0001764039,0.0003522648,0.0005340542,0.0002786126,0.0003259706],"domain_scores_gemma":[0.9985129,0.0002056928,0.0002591375,0.0007987531,0.0001152513,0.0001083177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001969596,0.0002127681,0.9849832,0.0002314549,0.002258233,0.000001285354,0.001891924,0.00000602067,0.00596786,0.00002244157,0.0001228326,0.004104991],"study_design_scores_gemma":[0.001747402,0.0002363809,0.9867385,0.0001324006,0.006075317,3.856062e-8,0.0003056094,0.0006468715,0.003454622,0.00001794634,0.0004672875,0.0001776251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883865,0.009913473,2.829948e-7,0.00002166337,0.0001021525,0.0003610513,0.0005874528,0.00002450866,0.0006029438],"genre_scores_gemma":[0.9970527,0.0009274164,0.0001676992,0.00002549964,0.00001962745,0.00000588762,0.001059868,0.00001787693,0.0007233969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008986057,"threshold_uncertainty_score":0.8609176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247829450178069,"score_gpt":0.2363476654050577,"score_spread":0.223869370903277,"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."}}