{"id":"W2021713194","doi":"10.1038/ki.2013.512","title":"Utility of renal biopsy in the clinical management of renal disease","year":2014,"lang":"en","type":"review","venue":"Kidney International","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"British Heart Foundation","keywords":"Medicine; Kidney disease; Nephrology; Renal biopsy; Intensive care medicine; Biopsy; Nephropathy; Disease; Internal medicine; Diabetes mellitus; 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":[0.001666172,0.0009117567,0.002536939,0.003801994,0.0002808711,0.00149439,0.001278096,0.001243703,0.001952765],"category_scores_gemma":[0.003450272,0.0003482754,0.0009137483,0.002598927,0.0008158276,0.001470559,0.0008063267,0.001901286,0.0007498296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009070954,"about_ca_system_score_gemma":0.001733935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451804,"about_ca_topic_score_gemma":0.004436774,"domain_scores_codex":[0.9992217,0.0001789708,0.0001604816,0.0001338975,0.0002670406,0.00003795309],"domain_scores_gemma":[0.9972174,0.001798903,0.0002847029,0.00005102471,0.0005587817,0.00008925504],"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":[0.00008957168,0.00004636077,0.001377673,0.02144178,0.0002933219,0.0003582249,0.00004878541,0.0003318498,0.0006183963,0.001409054,0.01341593,0.9605691],"study_design_scores_gemma":[0.00007538097,0.0001924041,0.01223769,0.04886711,0.001990845,0.009036395,0.0003136698,0.0005788924,0.0009812652,0.00478444,0.9208167,0.0001250564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007264353,0.9992213,0.00009646143,0.0001951691,0.00008175176,0.000001955158,0.0000102378,0.000003057336,0.0003174592],"genre_scores_gemma":[0.0009816886,0.998201,0.0002461312,0.0002261368,0.0002269635,0.000002506142,0.00002188519,9.127104e-7,0.00009277345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003801994,"threshold_uncertainty_score":0.008811653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07143304879094625,"score_gpt":0.4166980257231954,"score_spread":0.3452649769322491,"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."}}