{"id":"W2081918721","doi":"10.1053/j.ajkd.2011.03.015","title":"Presurgical Serum Cystatin C and Risk of Acute Kidney Injury After Cardiac Surgery","year":2011,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; American Heart Association","keywords":"Medicine; Cystatin C; Renal function; Creatinine; Acute kidney injury; Odds ratio; Internal medicine; Kidney disease; Prospective cohort study; Biomarker; Urology; Surgery","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":[0.0004112084,0.0003266525,0.0006441253,0.0006410953,0.0006824714,0.001008492,0.0003469235,0.0008843182,0.001128559],"category_scores_gemma":[0.003682786,0.000312409,0.000758429,0.0008213494,0.000565986,0.0006030383,0.0004315795,0.001667458,0.0001279239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007744945,"about_ca_system_score_gemma":0.001269655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00460824,"about_ca_topic_score_gemma":0.006802543,"domain_scores_codex":[0.9996438,0.00006029033,0.00004742806,0.0000509254,0.00008206439,0.0001154037],"domain_scores_gemma":[0.9963217,0.0009079984,0.0012205,0.000183634,0.0002573855,0.001108881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002030479,0.0001753877,0.9948868,0.00001699227,0.0001337596,0.0001999226,0.00003451071,0.0001079358,0.0005773226,0.00003796768,0.0001004142,0.001698461],"study_design_scores_gemma":[0.00002223029,0.0004256952,0.9982616,0.000006069443,0.0000777211,0.0002829852,0.00007976036,0.0004375931,0.0002538926,0.00007331448,0.00006662531,0.00001252367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990644,0.0003928695,0.00005409052,0.00007055326,0.00001858241,0.000004492542,0.00006411578,0.00000544257,0.0003254249],"genre_scores_gemma":[0.9996031,0.000116018,0.00004186722,0.00002980064,0.00002025453,0.000003003624,0.00009477544,0.000001507819,0.00008955487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00460824,"threshold_uncertainty_score":0.009162843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183632900938528,"score_gpt":0.2798363649913891,"score_spread":0.2680000359820038,"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."}}