{"id":"W4313272878","doi":"10.3389/fendo.2022.1069401","title":"Diabetes health coach in individuals with type 2 diabetes: A systematic review and meta analysis of quadruple aim outcomes","year":2022,"lang":"en","type":"review","venue":"Frontiers in Endocrinology","topic":"Diabetes Management and Education","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University; Hamilton Health Sciences","keywords":"Medicine; Glycemic; Meta-analysis; Glycated hemoglobin; Health coaching; Coaching; Type 2 diabetes; Psychological intervention; Diabetes mellitus; Physical therapy; Randomized controlled trial; Gerontology; Internal medicine; Psychiatry; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01633826,0.002558222,0.02127055,0.007082137,0.0006862552,0.003573418,0.002226094,0.002378151,0.003075911],"category_scores_gemma":[0.03996085,0.001506226,0.03924811,0.008048139,0.0007132446,0.001869869,0.001859229,0.002172389,0.000231174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003643147,"about_ca_system_score_gemma":0.0055289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009356707,"about_ca_topic_score_gemma":0.01924608,"domain_scores_codex":[0.9884902,0.005304172,0.003447796,0.001060138,0.001365848,0.0003317486],"domain_scores_gemma":[0.9766852,0.01671215,0.004046732,0.0006324982,0.001614131,0.0003092582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001681824,0.00004169867,0.001959975,0.5682649,0.4129766,0.00008480689,0.00008941271,0.0003033046,0.0001209538,0.0001113237,0.0004420932,0.01392311],"study_design_scores_gemma":[0.0007775346,0.0002527728,0.002769078,0.05589937,0.9384,0.00008021898,0.00005207324,0.0001473854,0.0001052376,0.0001520809,0.001338399,0.00002591792],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003560546,0.9947143,0.0003907335,0.0001670319,0.0001090887,0.0004611753,0.0003647781,0.00002020385,0.0002121848],"genre_scores_gemma":[0.1171456,0.8761007,0.00260976,0.0008362768,0.000176144,0.002120868,0.0007219163,0.00002805205,0.0002607165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02127055,"threshold_uncertainty_score":0.08640599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05533038968011562,"score_gpt":0.3484115383474974,"score_spread":0.2930811486673818,"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."}}