{"id":"W2075862238","doi":"10.1007/s00467-014-2987-0","title":"Cystatin C in acute kidney injury diagnosis: early biomarker or alternative to serum creatinine?","year":2014,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Cystatin C; Creatinine; Acute kidney injury; Biomarker; Nephrology; Internal medicine; Renal function; Urology; Cystatin; Kidney disease; Intensive care 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":[0.006020798,0.001277917,0.00541495,0.002518017,0.0006901109,0.006095725,0.002132789,0.003596265,0.003483158],"category_scores_gemma":[0.01271304,0.0006689067,0.001171445,0.002275185,0.001996545,0.007305627,0.00133985,0.006630389,0.001744869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466787,"about_ca_system_score_gemma":0.004524399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003357995,"about_ca_topic_score_gemma":0.00403779,"domain_scores_codex":[0.9972605,0.0009438454,0.0004750023,0.0004117168,0.0005968311,0.0003121485],"domain_scores_gemma":[0.9909754,0.003374295,0.001065087,0.0003980987,0.003114467,0.001072579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008545824,0.00169892,0.2333268,0.003042178,0.001064374,0.003597128,0.0003900676,0.001272738,0.007651297,0.02160198,0.0561135,0.6616953],"study_design_scores_gemma":[0.00388474,0.01165997,0.2605976,0.02208422,0.006625986,0.04336538,0.006462547,0.02971818,0.03561892,0.1141149,0.4641642,0.0017035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1257093,0.6578808,0.02506718,0.1573729,0.01701521,0.0001765587,0.001117907,0.0005157886,0.01514437],"genre_scores_gemma":[0.6879109,0.1976733,0.04765781,0.03391824,0.02496861,0.0001991472,0.001331104,0.0001423113,0.006198662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006095725,"threshold_uncertainty_score":0.0318414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365749256687531,"score_gpt":0.3430115535116764,"score_spread":0.3193540609448011,"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."}}