{"id":"W3192237979","doi":"10.1093/ageing/afab157","title":"Individualisation of glycaemic management in older people with type 2 diabetes: a systematic review of clinical practice guidelines recommendations","year":2021,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Systematic review; Family medicine; Type 2 diabetes; MEDLINE; Alternative medicine; Diabetes management; Clinical Practice; Diabetes mellitus; Gerontology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05537318,0.001768878,0.006500382,0.01481473,0.00103066,0.00369173,0.003765439,0.003513572,0.003894741],"category_scores_gemma":[0.2203283,0.00169303,0.01056524,0.01105779,0.001339789,0.004148729,0.002986033,0.003269654,0.0005464991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009194492,"about_ca_system_score_gemma":0.03351904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02075134,"about_ca_topic_score_gemma":0.04500785,"domain_scores_codex":[0.939758,0.02470141,0.02326027,0.002799338,0.008577328,0.0009036619],"domain_scores_gemma":[0.8466902,0.1030122,0.02623823,0.002455873,0.02005603,0.001547436],"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":[0.0001998303,0.00002967392,0.001865103,0.8758979,0.007159065,0.00006864118,0.0007519533,0.0003601435,0.0001387194,0.0009157938,0.008872018,0.1037412],"study_design_scores_gemma":[0.0003092884,0.00006622627,0.002797867,0.9562358,0.01604376,0.0001000243,0.0002732294,0.0001608882,0.00009220968,0.000873436,0.02300438,0.00004295925],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001633898,0.9838828,0.00158057,0.00669538,0.0009418697,0.002435039,0.001592301,0.00004256113,0.001195535],"genre_scores_gemma":[0.02746472,0.9450079,0.01539201,0.004952171,0.0004226447,0.004925595,0.001508977,0.00002626876,0.0002998037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05537318,"threshold_uncertainty_score":0.2928448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114407636660314,"score_gpt":0.4424024289632346,"score_spread":0.3309616652972032,"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."}}