{"id":"W2057262917","doi":"10.1016/j.mcna.2004.11.005","title":"Executing Change in the Management of Chronic Kidney Disease: Perspectives on Guidelines and Practice","year":2005,"lang":"en","type":"review","venue":"Medical Clinics of North America","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Kidney disease; Health care; Intensive care medicine; Disease; Context (archaeology); Knowledge translation; Disease management; Dyslipidemia; Population; Translational research; Best practice; Internal medicine; Pathology; Knowledge management","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":[0.01060233,0.001132707,0.003456349,0.003285213,0.0008860008,0.003355936,0.002679602,0.00623605,0.002941081],"category_scores_gemma":[0.01729146,0.0005415141,0.001120712,0.006383405,0.001741954,0.003792895,0.00147152,0.00603672,0.0009582082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003627189,"about_ca_system_score_gemma":0.01418696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201705,"about_ca_topic_score_gemma":0.03186835,"domain_scores_codex":[0.9955651,0.001601802,0.0007314208,0.0003070805,0.001582678,0.0002118153],"domain_scores_gemma":[0.9846035,0.009593857,0.001582529,0.0002414349,0.00337826,0.0006003997],"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":[0.00007532084,0.0001172171,0.0005314968,0.02248799,0.0002066421,0.0002300397,0.0004292217,0.000503979,0.0001886295,0.01212445,0.07866715,0.8844379],"study_design_scores_gemma":[0.0001063892,0.0001091467,0.002697966,0.06591717,0.0003774196,0.0007549367,0.0006711159,0.0002586176,0.0001121344,0.009093756,0.9198557,0.0000457087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008575184,0.9878491,0.000168544,0.009817037,0.0008283923,0.000009349425,0.00001353379,0.000006597921,0.00122182],"genre_scores_gemma":[0.0009872433,0.9948143,0.000815856,0.00253844,0.0005989572,0.00001868142,0.00001875301,0.000001738914,0.0002060131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01201705,"threshold_uncertainty_score":0.05607122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012287206545184,"score_gpt":0.4481957661811511,"score_spread":0.3469670455266327,"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."}}