{"id":"W2069194709","doi":"10.1038/nrneph.2009.23","title":"Clinical value of urine microscopy in acute kidney injury","year":2009,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Acute kidney injury; Urinary sediment; Urine; Urinary system; Kidney; Pathology; Urology; Internal medicine","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":[0.003548968,0.001606718,0.00486032,0.00526662,0.0003776799,0.001864528,0.002075574,0.002689863,0.002786267],"category_scores_gemma":[0.007315971,0.000722016,0.001437314,0.004487816,0.00180207,0.002445761,0.001375606,0.003138001,0.001819496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196264,"about_ca_system_score_gemma":0.002362665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281574,"about_ca_topic_score_gemma":0.004659591,"domain_scores_codex":[0.9982818,0.0004137514,0.0003000412,0.0002404036,0.0007045434,0.00005957028],"domain_scores_gemma":[0.9930055,0.004278772,0.0007390146,0.0001381276,0.001624567,0.0002140467],"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":[0.0001521205,0.00005495053,0.0006281136,0.02180976,0.0002847165,0.0002553353,0.00003654268,0.0002920576,0.0005421943,0.001537886,0.03432187,0.9400844],"study_design_scores_gemma":[0.0001641743,0.0003108587,0.006630239,0.02796389,0.001278298,0.005319084,0.0001946156,0.0005541106,0.0009844073,0.004206512,0.9522402,0.0001536898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002789621,0.9992066,0.00007998753,0.000295131,0.0001813126,0.000001676267,0.000006483208,0.000003569866,0.0001972936],"genre_scores_gemma":[0.0005301762,0.9981223,0.0002199974,0.0004294905,0.0005488441,0.000003030363,0.00001394057,0.000001755396,0.0001305445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00526662,"threshold_uncertainty_score":0.01876897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985369550827783,"score_gpt":0.4930404763391432,"score_spread":0.4431867808308654,"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."}}