{"id":"W1989627773","doi":"10.1016/j.jcjd.2014.11.001","title":"Optimizing Care for Canadians with Diabetic Nephropathy in 2015","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Seven Oaks General Hospital; University of Manitoba","funders":"","keywords":"Medicine; Kidney disease; Diabetic nephropathy; Intensive care medicine; Referral; Dialysis; Nephrology; Albuminuria; Diabetes mellitus; Glycemic; Type 2 diabetes; Subspecialty; Internal medicine; Psychological intervention; Kidney; Family medicine; Endocrinology; Nursing","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":[0.001691638,0.001002558,0.001491066,0.003113464,0.0009850881,0.001680847,0.001403228,0.001405943,0.003900895],"category_scores_gemma":[0.005727821,0.000263597,0.001029624,0.005325232,0.0004946825,0.0009839311,0.0009915942,0.002022996,0.0003685738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01667175,"about_ca_system_score_gemma":0.03945624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6223438,"about_ca_topic_score_gemma":0.8049511,"domain_scores_codex":[0.9992418,0.0001027674,0.0000966956,0.0000651924,0.0003435802,0.000149955],"domain_scores_gemma":[0.9975056,0.000475721,0.0003523341,0.00001980256,0.001320524,0.0003260877],"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":[0.0001512515,0.00007099799,0.001978618,0.03523212,0.0004449129,0.0001074986,0.0001679112,0.0003345959,0.00008916148,0.00342048,0.180055,0.7779474],"study_design_scores_gemma":[0.0001392323,0.00006353979,0.01575825,0.06521577,0.00138419,0.0004832848,0.0005100179,0.0002150653,0.0001177674,0.001430639,0.914612,0.00007016305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001407878,0.996409,0.00002774365,0.002197442,0.0002908626,0.000005807389,0.00008122205,0.000003749796,0.0008434782],"genre_scores_gemma":[0.001685372,0.9966024,0.0001898874,0.0009699485,0.0002020865,0.000006354644,0.00009462782,0.000001185377,0.0002481431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3776562,"threshold_uncertainty_score":0.7597605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481046716283852,"score_gpt":0.2906295895171453,"score_spread":0.2658191223543068,"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."}}