{"id":"W4292714794","doi":"10.1111/dme.14941","title":"Understanding strategies to improve medication adherence among persons with type 2 diabetes: A scoping review","year":2022,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Canadian Pharmacists Association; Weetabix (Canada); Dalhousie University","funders":"Novo Nordisk Canada","keywords":"Medicine; Type 2 diabetes; Medication adherence; Diabetes mellitus; MEDLINE; Intensive care medicine; Family medicine; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001179755,0.0006689465,0.003168853,0.000396659,0.0002115427,0.00003005498,0.0005365689,0.0001933562,0.01413906],"category_scores_gemma":[0.001128836,0.0004525456,0.0001865308,0.001858113,0.0004444647,0.0001232928,0.0001172991,0.0009711135,0.0003965732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005435649,"about_ca_system_score_gemma":0.002602587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002127715,"about_ca_topic_score_gemma":0.000007776168,"domain_scores_codex":[0.9955004,0.0002654298,0.001202376,0.001002006,0.001371661,0.0006580739],"domain_scores_gemma":[0.996473,0.0005984544,0.0008552136,0.001195654,0.0001401206,0.0007375508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002220916,0.0001300253,0.0001468156,0.5583557,0.0005889623,0.00008421978,0.0005457438,5.863309e-7,0.000006308191,0.0003190616,0.0470986,0.3927017],"study_design_scores_gemma":[0.0005010092,0.001552662,0.00001588431,0.6881294,0.002664745,0.00002548762,0.0008171673,0.00001304727,5.633978e-7,0.00003097564,0.3058391,0.0004099418],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001296868,0.983089,0.000918092,0.001136337,0.0006550834,0.005455082,0.00001183195,0.0001449725,0.008576645],"genre_scores_gemma":[0.0000776499,0.9921542,0.0002193907,0.002789385,0.000381326,0.002229037,0.0004998259,0.00009663832,0.001552503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3922918,"threshold_uncertainty_score":0.9997926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398772706077386,"score_gpt":0.4015322141669682,"score_spread":0.1616549435592295,"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."}}