{"id":"W4391127165","doi":"10.46747/cfp.700130","title":"Management of type 2 diabetes in patients with frailty","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Type 2 diabetes; Medicine; Dipeptidyl peptidase-4; Diabetes mellitus; Bioinformatics; Diabetes management; Dipeptidyl peptidase; Intensive care medicine; Endocrinology; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005492339,0.0003046528,0.0004884772,0.0004654204,0.001300211,0.0008388382,0.0004903222,0.001038018,0.003321504],"category_scores_gemma":[0.002641621,0.00007765184,0.0004042608,0.000414307,0.0003034556,0.0007510959,0.0006652955,0.002493655,0.0005240129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356689,"about_ca_system_score_gemma":0.003701871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03124877,"about_ca_topic_score_gemma":0.09760167,"domain_scores_codex":[0.9996225,0.00005995569,0.00003610214,0.00002658022,0.0001803937,0.00007439579],"domain_scores_gemma":[0.9992886,0.0000759262,0.0001010973,0.000009685836,0.000170835,0.0003538753],"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":[0.0002969168,0.0005704206,0.02826717,0.0008627658,0.00009033404,0.003091797,0.0004727508,0.0004246741,0.0007997267,0.002458981,0.3226442,0.6400203],"study_design_scores_gemma":[0.0007969477,0.001502358,0.2223752,0.01818289,0.0003532595,0.01740854,0.003076083,0.001476271,0.0008574383,0.019316,0.714486,0.0001689533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.066281,0.2953159,0.004639697,0.50006,0.009729929,0.000279552,0.0007162791,0.0002881428,0.1226895],"genre_scores_gemma":[0.3650163,0.393849,0.02483335,0.1610884,0.03361919,0.0003854475,0.001274672,0.00009665119,0.01983695],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03124877,"threshold_uncertainty_score":0.06213379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048621107344854,"score_gpt":0.2137480641951704,"score_spread":0.2032618531217218,"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."}}