{"id":"W3151468537","doi":"10.1111/nep.13879","title":"Safety and utility of kidney biopsy in patients with estimated glomerular filtration rate &lt; 30 <scp>ml/min/1.73 m<sup>2</sup></scp>","year":2021,"lang":"en","type":"article","venue":"Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Christian Medical College, Vellore","keywords":"Medicine; Renal function; Kidney disease; Urology; Dialysis; Creatinine; Diabetes mellitus; Kidney; Acute kidney injury; Complication; Risk factor; Biopsy; Surgery; Internal medicine; 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":[0.001833016,0.00016209,0.0005103571,0.0003277524,0.000252769,0.0004844954,0.0001873519,0.0004023366,0.0005219171],"category_scores_gemma":[0.007934202,0.0001088776,0.0005094949,0.0003745879,0.000241861,0.0003418018,0.0002506155,0.000488734,0.0001081729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906639,"about_ca_system_score_gemma":0.0003265858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006311547,"about_ca_topic_score_gemma":0.0008112739,"domain_scores_codex":[0.9990113,0.0004540111,0.000111802,0.0001100733,0.0002435088,0.00006929074],"domain_scores_gemma":[0.9921407,0.003032634,0.003526016,0.0002304311,0.0003967796,0.0006733674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006404243,0.0001215486,0.9814494,0.00006508238,0.0001127131,0.0002219095,0.00007916495,0.0002032278,0.0005235901,0.00002380059,0.0001564402,0.01063878],"study_design_scores_gemma":[0.0001446988,0.006065812,0.9903386,0.00004125877,0.0001350963,0.000955583,0.0001376447,0.001397638,0.0004443429,0.00006313444,0.0002634679,0.00001256591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987814,0.0007253006,0.0001460145,0.00005914536,0.00000891275,0.000006847316,0.00007892356,0.000003793928,0.0001896178],"genre_scores_gemma":[0.9995906,0.000133195,0.00007714437,0.00003558525,0.00001973818,0.000005277887,0.0001058649,9.663491e-7,0.00003158134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001833016,"threshold_uncertainty_score":0.00969404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008626990130148069,"score_gpt":0.2347331846149633,"score_spread":0.2261061944848152,"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."}}