{"id":"W4211210745","doi":"10.1038/nrdp.2017.88","title":"Chronic kidney disease","year":2017,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":972,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Genentech; Fresenius Medical Care North America; Sanofi; Eli Lilly and Company; Bristol-Myers Squibb; GlaxoSmithKline; Amgen","keywords":"Medicine; Nephron; Kidney disease; Diabetes mellitus; Renal function; Renal replacement therapy; Intensive care medicine; Internal medicine; 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":[0.0008144419,0.00092195,0.00178471,0.001880338,0.0004016219,0.001958673,0.0007645397,0.001055354,0.02025013],"category_scores_gemma":[0.002508085,0.0002636751,0.0005722266,0.002040967,0.0004523016,0.001189238,0.00139944,0.0023727,0.009792329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007171076,"about_ca_system_score_gemma":0.002645727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008711,"about_ca_topic_score_gemma":0.004644427,"domain_scores_codex":[0.9993929,0.000116424,0.00009578709,0.00008920952,0.0002426472,0.00006296542],"domain_scores_gemma":[0.9990876,0.0003305761,0.0001558817,0.00004111358,0.0002792758,0.0001055395],"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":[0.00003733832,0.00002806057,0.00015452,0.008376794,0.000063434,0.0000553543,0.00002815095,0.00007101704,0.000216133,0.002415414,0.128604,0.8599499],"study_design_scores_gemma":[0.00002198311,0.00002296337,0.0005686053,0.007804906,0.0001079365,0.0003352804,0.00002969794,0.00003429376,0.00005368194,0.001266317,0.9897446,0.000009725518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007756411,0.9870453,0.0003066804,0.001379904,0.002564277,0.00002744268,0.0001399631,0.0000388012,0.008420147],"genre_scores_gemma":[0.001181237,0.9881251,0.0004699859,0.002311039,0.001925528,0.00002608249,0.0003060398,0.000008198951,0.005646882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02025013,"threshold_uncertainty_score":0.06774348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0589714819000842,"score_gpt":0.4009047351301109,"score_spread":0.3419332532300267,"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."}}