{"id":"W2255492660","doi":"10.1016/j.jcjd.2015.10.005","title":"Diabetes Management in Long-Term Care: An Exploratory Study of the Current Practices and Processes to Managing Frail Elderly Persons with Type 2 Diabetes","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Institute for Aging; Hamilton Health Sciences; McMaster University; University of Waterloo","funders":"Hamilton Health Sciences","keywords":"Medicine; Diabetes management; Glycated hemoglobin; Glycemic; Blood glucose monitoring; Gerontology; Diabetes mellitus; Long-term care; Life expectancy; Exploratory research; Population; Type 2 diabetes; Family medicine; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003100917,0.0002076002,0.000410708,0.0007768854,0.002222437,0.001851183,0.0006111763,0.000655503,0.0008912308],"category_scores_gemma":[0.008195898,0.0002666598,0.0007158738,0.001447465,0.0008750049,0.001597745,0.001836625,0.001046312,0.0001060347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215874,"about_ca_system_score_gemma":0.003546783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04816529,"about_ca_topic_score_gemma":0.08991336,"domain_scores_codex":[0.9982744,0.00081936,0.000201772,0.0001193589,0.0002376612,0.0003473122],"domain_scores_gemma":[0.9952335,0.001513262,0.001572401,0.0001444417,0.0006344797,0.0009020299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002987413,0.001423585,0.9597453,0.00006312388,0.00007552749,0.00018727,0.03106514,0.00005010029,0.00009496672,0.00009604685,0.0001567984,0.006743496],"study_design_scores_gemma":[0.00003239713,0.001389484,0.9124241,0.00008650428,0.00006060365,0.0001794798,0.08480102,0.0002215832,0.00004867365,0.00006958349,0.0006663786,0.00002011541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995826,0.00008361386,0.00002042183,0.00004562625,0.000001588328,0.00001730602,0.00003589623,3.895892e-7,0.0002125367],"genre_scores_gemma":[0.9993598,0.0001624045,0.0001082415,0.00009659558,0.000004154514,0.00003398957,0.00008653704,8.475155e-7,0.0001474938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04816529,"threshold_uncertainty_score":0.09576988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996660572809648,"score_gpt":0.2676756576619947,"score_spread":0.2477090519338982,"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."}}