{"id":"W2003603161","doi":"10.1159/000182974","title":"Renal Biopsy: Current Views and Controversies","year":2008,"lang":"en","type":"review","venue":"The Nephron journals/Nephron journals","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Renal biopsy; Current (fluid); Biopsy; Urology; Intensive care medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001910793,0.001855185,0.005897278,0.001262554,0.001321198,0.0007395778,0.0008977315,0.0007038865,0.001866886],"category_scores_gemma":[0.0004386425,0.00108779,0.003468596,0.001150286,0.0008958646,0.0005638926,0.0003853759,0.004155458,0.0004589513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005800907,"about_ca_system_score_gemma":0.001682466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002001545,"about_ca_topic_score_gemma":0.000011297,"domain_scores_codex":[0.9901063,0.001380885,0.003643175,0.001084111,0.00216634,0.001619184],"domain_scores_gemma":[0.9915317,0.001043066,0.003549751,0.001338062,0.0006514657,0.001885957],"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":[0.0002101305,0.0002888702,0.00006410695,0.005855628,0.001561993,0.001055496,0.0002320925,0.000002000829,0.00002887257,0.0000279883,0.1162182,0.8744546],"study_design_scores_gemma":[0.002050967,0.0004064454,0.0005825223,0.05051209,0.004911401,0.03961718,0.0001514865,0.00001440702,0.000001851977,0.00021344,0.9005336,0.001004672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001511561,0.9935679,0.0002066105,0.001616377,0.001313254,0.001927395,0.0002655812,0.00009752071,0.000854182],"genre_scores_gemma":[0.00006999901,0.9916968,0.0001513697,0.001189736,0.004842434,0.0001172719,0.00007375113,0.0002492147,0.001609445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.87345,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08466979002626839,"score_gpt":0.3791082293431146,"score_spread":0.2944384393168462,"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."}}