{"id":"W2083341147","doi":"10.1136/bmj.f5553","title":"A stable definition of chronic kidney disease improves knowledge and patient care","year":2013,"lang":"en","type":"letter","venue":"BMJ","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Kidney disease; Medicine; Renal function; Disease; Intensive care medicine; Diabetes mellitus; Hyperparathyroidism; Stage (stratigraphy); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01811871,0.001050019,0.002090621,0.001564591,0.005808983,0.006588439,0.003218264,0.05247302,0.01161545],"category_scores_gemma":[0.1097254,0.0009607692,0.001906102,0.001692835,0.008489549,0.01784891,0.006969351,0.07178465,0.01047927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009667327,"about_ca_system_score_gemma":0.008259996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007404465,"about_ca_topic_score_gemma":0.01084199,"domain_scores_codex":[0.9792544,0.008158005,0.002999494,0.001905228,0.005936945,0.001745962],"domain_scores_gemma":[0.9316702,0.0348939,0.004503716,0.002633137,0.01648295,0.009816019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005914311,0.00008814794,0.001146979,0.0002299173,0.00002281782,0.0008502175,0.0005092641,0.00006877334,0.0002131923,0.006076915,0.9643159,0.02641868],"study_design_scores_gemma":[0.0002066373,0.0002024801,0.003842243,0.00164946,0.00004680292,0.003255939,0.001465774,0.0004999897,0.0002177276,0.03493426,0.9535331,0.0001455562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001370939,0.001197534,0.0001137045,0.9897144,0.008183833,0.000004825822,0.00001485049,0.00001035391,0.0006233266],"genre_scores_gemma":[0.002516071,0.001950251,0.0005773104,0.9620448,0.0315098,0.00003126618,0.00003464629,0.00002373213,0.001312115],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05247302,"threshold_uncertainty_score":0.09582204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425036542072482,"score_gpt":0.2579429411443369,"score_spread":0.2436925757236121,"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."}}