{"id":"W1528645410","doi":"10.25011/cim.v38i3.22703","title":"Serum and urinary biomarkers for predicting acute kidney injury after partial nephrectomy","year":2015,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Acute kidney injury; Cystatin C; Hazard ratio; Confidence interval; Receiver operating characteristic; Internal medicine; Urology; Urinary system; Creatinine; Gastroenterology; Surgery; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009760914,0.0006096526,0.0005691783,0.0008236556,0.0001637119,0.0005466778,0.0002077105,0.0003680059,0.0005311559],"category_scores_gemma":[0.003493227,0.0001680828,0.000412111,0.0005612011,0.0002595455,0.0003859948,0.0003287789,0.0004830185,0.0001463569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823212,"about_ca_system_score_gemma":0.0003619368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006565512,"about_ca_topic_score_gemma":0.00084816,"domain_scores_codex":[0.9995024,0.0001552298,0.00006104534,0.00007182577,0.0001456077,0.00006386061],"domain_scores_gemma":[0.9978788,0.0004495795,0.001062574,0.00008317733,0.0002710028,0.0002549218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004575764,0.00004397277,0.9920102,0.00003627596,0.00009355313,0.00004637191,0.00001827388,0.0001784207,0.0007887421,0.000007894182,0.00005345132,0.006265256],"study_design_scores_gemma":[0.00002987117,0.0007123704,0.9945252,0.00002837739,0.0001786214,0.0006832598,0.00006329102,0.002072794,0.001260578,0.0000487769,0.0003844983,0.00001247718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966215,0.002510163,0.0004858235,0.00005980118,0.00001761347,0.00001372102,0.00009460347,0.00001293349,0.0001839322],"genre_scores_gemma":[0.9988868,0.0003514713,0.0005172564,0.00002079294,0.0000206728,0.000009175871,0.0001223677,0.000001446471,0.00006999203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009760914,"threshold_uncertainty_score":0.00516212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1931474681400423,"score_gpt":0.4193040210022674,"score_spread":0.2261565528622251,"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."}}