{"id":"W2999432167","doi":"10.1111/dme.14231","title":"Management of type 2 diabetes using non‐insulin glucose‐lowering therapies: a critical appraisal of clinical practice guidelines with the AGREE II instrument","year":2020,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Impact; Diabetes Canada; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Rigour; MEDLINE; Guideline; Critical appraisal; Glycemic; Family medicine; CLARITY; Alternative medicine; Insulin; Pathology; Internal medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006234876,0.0007042165,0.004547851,0.0002008022,0.0001135048,0.00001395139,0.000546788,0.0003282695,0.0003519343],"category_scores_gemma":[0.0611304,0.0003888372,0.0005058533,0.001171328,0.0008680009,0.0001584412,0.0004695505,0.00111969,0.00001258259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008714644,"about_ca_system_score_gemma":0.0009763652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007843549,"about_ca_topic_score_gemma":0.000002727478,"domain_scores_codex":[0.9898706,0.0006109711,0.006507766,0.0008264815,0.001670954,0.0005132229],"domain_scores_gemma":[0.9763702,0.01626186,0.003340154,0.001321242,0.002233828,0.0004727179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004020368,0.0005700382,0.00005980757,0.02387826,0.003272273,0.0001341722,0.0002621388,0.000003892243,0.00002139828,0.00009614872,0.007860099,0.9634398],"study_design_scores_gemma":[0.003065981,0.003801359,0.00006554116,0.03740786,0.02000353,0.00005998065,0.001959122,0.0004352334,0.00001549271,0.00001278149,0.9328387,0.000334465],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002150715,0.9677455,0.001076425,0.02432697,0.001619589,0.002589765,0.0002087382,0.00003851614,0.0002437576],"genre_scores_gemma":[0.001495497,0.9663591,0.02757885,0.002260268,0.001467051,0.00007737456,0.0006373935,0.0001118739,0.00001254736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9631053,"threshold_uncertainty_score":0.9998564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3461903498767876,"score_gpt":0.5599284301271182,"score_spread":0.2137380802503306,"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."}}