{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003980213,0.002449027,0.007627463,0.00591365,0.0005650295,0.003253148,0.002232051,0.003809062,0.003532329],"category_scores_gemma":[0.00496313,0.0007623847,0.001477143,0.007042476,0.001735867,0.005963946,0.001950881,0.004984426,0.00215906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905862,"about_ca_system_score_gemma":0.004723412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003233488,"about_ca_topic_score_gemma":0.005775382,"domain_scores_codex":[0.9986606,0.0003338886,0.0002758368,0.0001881263,0.0004547121,0.00008684948],"domain_scores_gemma":[0.9959481,0.002358495,0.0004812451,0.00009891251,0.0009442778,0.0001691126],"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":[0.0001641617,0.00009590245,0.0003801993,0.04104486,0.0003668728,0.0002044955,0.00007494019,0.0002423287,0.0004874636,0.004830533,0.06722875,0.8848795],"study_design_scores_gemma":[0.00009821756,0.0001123827,0.001359059,0.02859237,0.0006214969,0.001169025,0.0001796719,0.0001393067,0.0002260149,0.005435784,0.9620101,0.00005648132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001478585,0.9989533,0.00005908338,0.0005385873,0.0002608025,0.000002652047,0.000007452726,0.000002804389,0.0001605276],"genre_scores_gemma":[0.0001381856,0.998786,0.0001450552,0.0004804367,0.0003161419,0.000004959737,0.00001355585,7.997589e-7,0.0001148346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007627463,"threshold_uncertainty_score":0.02104968,"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."}}