{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00429644,0.001095711,0.01277963,0.001182565,0.00004041431,0.00001228054,0.001174839,0.005883409,0.0006264353],"category_scores_gemma":[0.004062104,0.0007655924,0.002617403,0.001928191,0.0005338355,0.00008134094,0.0004110316,0.01052297,0.0006084433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104538,"about_ca_system_score_gemma":0.003093776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007233605,"about_ca_topic_score_gemma":0.000001439531,"domain_scores_codex":[0.989291,0.002921927,0.004672249,0.001434647,0.0005895986,0.001090562],"domain_scores_gemma":[0.9944345,0.0004959043,0.00165943,0.002243651,0.000244286,0.0009222408],"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":[0.0002419609,0.0003688226,0.0001075827,0.01967392,0.0004555936,0.0002413163,0.000005010239,6.017446e-10,0.00002044188,0.0001559802,0.3435893,0.6351401],"study_design_scores_gemma":[0.001219392,0.001705507,0.0001203654,0.02498351,0.003689753,0.0008467051,2.810299e-7,9.466751e-7,0.000006252794,0.00006214128,0.9669313,0.0004338334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001068602,0.9893624,0.000005948671,0.001892772,0.000729195,0.005496965,0.0007299512,0.00005066426,0.001721475],"genre_scores_gemma":[7.950139e-7,0.9735169,0.005138011,0.01708462,0.001093239,0.0003115356,0.001564103,0.0001305861,0.001160176],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6347062,"threshold_uncertainty_score":0.9994795,"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."}}