{"id":"W2913487853","doi":"10.1007/s11892-019-1128-3","title":"Diabetes Management in Older Adults With Chronic Kidney Disease","year":2019,"lang":"en","type":"review","venue":"Current Diabetes Reports","topic":"Diabetes Management and Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Kidney disease; Chronic disease; Disease; Disease management; Diabetes management; Intensive care medicine; Gerontology; Type 2 diabetes; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006943325,0.001129461,0.003052041,0.001414468,0.0000760146,0.0001469668,0.0004158977,0.0002412211,0.000525379],"category_scores_gemma":[0.0001361319,0.0007901661,0.0008364099,0.00131681,0.0001919807,0.0002119694,0.0006021303,0.001082281,0.0003755647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007195186,"about_ca_system_score_gemma":0.0009533226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001105935,"about_ca_topic_score_gemma":0.000001186304,"domain_scores_codex":[0.9933316,0.0001626789,0.001487934,0.001873713,0.00138608,0.00175798],"domain_scores_gemma":[0.9957443,0.0001053117,0.0007792087,0.002152129,0.0001359018,0.001083183],"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":[0.00001373758,0.0006392323,0.03102725,0.2542586,0.0006299699,0.0008799853,0.00001014488,0.000001037951,3.151612e-8,0.00001301877,0.007972304,0.7045547],"study_design_scores_gemma":[0.001324863,0.0001744946,0.004640407,0.1872309,0.003190741,0.000002286738,0.000003985944,0.0000718222,6.36389e-7,0.00001833781,0.8025678,0.0007736889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001718969,0.984254,0.000001204166,0.00008014505,0.001595479,0.00919285,0.00004326806,0.0001667272,0.002947383],"genre_scores_gemma":[0.0006964034,0.9876891,0.00003229982,0.00008154233,0.0005040194,0.002309835,0.003258617,0.0002442906,0.005183944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7945955,"threshold_uncertainty_score":0.9994549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971695206600616,"score_gpt":0.3371957987094602,"score_spread":0.307478846643454,"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."}}