{"id":"W2035905919","doi":"10.1038/ki.2008.17","title":"Acute kidney injury: Better biomarkers and beyond","year":2008,"lang":"en","type":"review","venue":"Kidney International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Acute kidney injury; Medicine; Intensive care medicine; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002487483,0.0007894762,0.001790076,0.001183298,0.0001526323,0.0001205483,0.0007319335,0.0007004119,0.003815836],"category_scores_gemma":[0.001406852,0.0006471858,0.0007402002,0.0004898976,0.0004799619,0.0002517016,0.000575291,0.001218421,0.001062101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005237221,"about_ca_system_score_gemma":0.003030997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001506584,"about_ca_topic_score_gemma":1.342848e-7,"domain_scores_codex":[0.9958786,0.0001423036,0.0009665198,0.001018735,0.001345766,0.0006480747],"domain_scores_gemma":[0.9961405,0.0001182177,0.00036899,0.0007394847,0.0003261792,0.002306571],"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":[0.00008601668,0.00008618318,0.00008564928,0.001407798,0.003856529,0.0003404432,0.00002762972,1.560005e-10,0.00001193098,0.00009623338,0.7064856,0.287516],"study_design_scores_gemma":[0.001221578,0.0001959414,0.0000138571,0.004384092,0.001313315,0.003582194,0.000003630433,0.00001454625,0.00001905679,0.00005581691,0.988669,0.0005270018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006894963,0.85206,0.00004908477,0.03205103,0.002852171,0.002048741,0.0252935,0.0002458894,0.08539265],"genre_scores_gemma":[0.00000166189,0.9570005,0.002770751,0.01357737,0.001384318,0.0003205888,0.01261775,0.0001715598,0.01215551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.286989,"threshold_uncertainty_score":0.9997157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474827986964167,"score_gpt":0.3783748716888567,"score_spread":0.343626591819215,"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."}}