{"id":"W2144320912","doi":"10.1093/ndt/16.suppl_7.51","title":"The rationale for early management of chronic renal insufficiency","year":2001,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Proteinuria; Intensive care medicine; Dialysis; Kidney disease; Blood pressure; Diabetes mellitus; Internal medicine; Incidence (geometry); Hemodialysis; Peritoneal dialysis; Disease; Kidney; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002707952,0.001208001,0.002041691,0.001931364,0.0006462461,0.001692931,0.001866071,0.00409451,0.005397357],"category_scores_gemma":[0.003092065,0.0003985155,0.001114934,0.001868056,0.002351007,0.002420785,0.001148973,0.006544543,0.003418197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702396,"about_ca_system_score_gemma":0.003273253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693105,"about_ca_topic_score_gemma":0.002225989,"domain_scores_codex":[0.9986363,0.0005155512,0.0002126999,0.0001861472,0.0003907395,0.0000585183],"domain_scores_gemma":[0.9985799,0.0006903808,0.0001857412,0.00006226145,0.0003783094,0.0001034719],"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":[0.0001999823,0.0002664618,0.0006795932,0.03085861,0.0002828285,0.0008583174,0.0002689132,0.0005472347,0.001213232,0.05462234,0.1234342,0.7867682],"study_design_scores_gemma":[0.0001358355,0.0001295557,0.001315114,0.01747283,0.0001315744,0.002190588,0.0001169553,0.00008146798,0.0002404888,0.01293309,0.9652115,0.00004103435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001621889,0.9775442,0.0009579644,0.01434097,0.00308753,0.00004889125,0.00004322471,0.00001955107,0.003795455],"genre_scores_gemma":[0.003004644,0.9761578,0.002684234,0.01335214,0.002383597,0.0001441136,0.00005556645,0.000008342574,0.002209618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005397357,"threshold_uncertainty_score":0.01805592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330885719570685,"score_gpt":0.3131636442791411,"score_spread":0.2698547870834342,"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."}}