{"id":"W1601347743","doi":"10.1159/000313767","title":"Urine Abnormalities in Acute Kidney Injury and Sepsis","year":2010,"lang":"en","type":"article","venue":"Contributions to nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Acute kidney injury; Sepsis; Intensive care medicine; Etiology; Urinary system; Creatinine; Complication; Kidney disease; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004355481,0.0001616986,0.0003881927,0.0004672439,0.0001201767,0.00002168831,0.0001394027,0.0002692635,0.00107917],"category_scores_gemma":[0.001668114,0.0001503215,0.0000519144,0.0004384047,0.0003232889,0.0001076747,0.0002226272,0.0007559034,0.0002387331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008204996,"about_ca_system_score_gemma":0.000426894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219847,"about_ca_topic_score_gemma":0.00006283146,"domain_scores_codex":[0.9985237,0.00007949844,0.0002980685,0.0003212529,0.0001584267,0.0006190297],"domain_scores_gemma":[0.9983728,0.0001076929,0.0000342502,0.0004315681,0.0002881546,0.0007655664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001703083,0.0002694755,0.07946077,0.00003428254,0.0002688131,0.0002932141,0.0003353092,9.044491e-8,0.2806626,0.01936738,0.6150663,0.002538666],"study_design_scores_gemma":[0.003184567,0.0008246647,0.1565013,0.00001562167,0.0001153691,0.0005286065,0.00002693546,0.0001031511,0.007373573,0.001019649,0.8301132,0.0001933703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795729,0.00003818876,0.000210904,0.1145202,0.0002392296,0.0007027866,0.002568584,0.00008676555,0.002060459],"genre_scores_gemma":[0.9748316,0.00007120564,0.0008153247,0.02120759,0.0002597604,0.000263681,0.0003127479,0.00001927868,0.002218846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.273289,"threshold_uncertainty_score":0.999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00814389441782035,"score_gpt":0.3351109300850116,"score_spread":0.3269670356671913,"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."}}