{"id":"W2218584580","doi":"10.1159/000441425","title":"Guidelines for Classification of Acute Kidney Diseases and Disorders","year":2015,"lang":"en","type":"article","venue":"The Nephron journals/Nephron journals","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Intensive care medicine; Acute kidney injury; Guideline; Clinical Practice; Kidney disorder; Renal function; Nephrology; Disease; Kidney; Internal medicine; Pathology; Physical therapy","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"],"consensus_categories":[],"category_scores_codex":[0.003376617,0.0004880518,0.0009854654,0.0005983505,0.0004435787,0.0002389467,0.0006315319,0.0002535545,0.0005967203],"category_scores_gemma":[0.002542703,0.0003242436,0.0004832619,0.0006648669,0.0005632127,0.0006207267,0.0001805445,0.0008089325,0.00003795839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697078,"about_ca_system_score_gemma":0.001601429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000271387,"about_ca_topic_score_gemma":0.0000106308,"domain_scores_codex":[0.9947363,0.0003937694,0.001785416,0.0005000808,0.001714693,0.0008697509],"domain_scores_gemma":[0.992202,0.0003510201,0.001141031,0.0008523181,0.003063132,0.002390516],"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":[0.00195517,0.0003355403,0.01727233,0.0001504268,0.001179882,0.00002170986,0.0005096941,0.000006458949,0.03373478,0.0001141506,0.9215111,0.02320878],"study_design_scores_gemma":[0.01475393,0.002846838,0.08113519,0.001366276,0.003323804,0.002168578,0.003111137,0.007561833,0.001736589,0.01029077,0.8708445,0.0008605414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2119095,0.04398175,0.05403369,0.6723974,0.002730099,0.007072908,0.0039133,0.0003155267,0.003645877],"genre_scores_gemma":[0.9233124,0.02812362,0.01421983,0.01902409,0.005712857,0.0004594484,0.0003091833,0.0003846858,0.00845388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7114029,"threshold_uncertainty_score":0.999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605445081834497,"score_gpt":0.4394997486007938,"score_spread":0.2789552404173441,"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."}}