{"id":"W2281684183","doi":"10.1016/j.athoracsur.2015.12.010","title":"Association of Peak Changes in Plasma Cystatin C and Creatinine With Death After Cardiac Operations","year":2016,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Cystatin C; Creatinine; Renal function; Hazard ratio; Confidence interval; Acute kidney injury; Internal medicine; Urology; Cystatin","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":[0.0006423028,0.000326335,0.0004532633,0.0005165418,0.0003650989,0.001030348,0.0004366134,0.0008163261,0.001577322],"category_scores_gemma":[0.004933777,0.0003516948,0.0007516877,0.0006927123,0.0004309913,0.0008685138,0.000539166,0.001658933,0.0002716701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604027,"about_ca_system_score_gemma":0.000623282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749144,"about_ca_topic_score_gemma":0.002015351,"domain_scores_codex":[0.9995049,0.0001018676,0.00006970837,0.0001015938,0.00007438505,0.0001476037],"domain_scores_gemma":[0.9950699,0.001795198,0.00150213,0.0004255479,0.0003424066,0.0008648007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001105531,0.00006387424,0.9966999,0.000007957792,0.0001043676,0.0001495328,0.00003054618,0.00008492489,0.0004309918,0.00002711511,0.00007097879,0.001224342],"study_design_scores_gemma":[0.000009433852,0.0001689095,0.9986878,0.00000304741,0.00004601748,0.0002342476,0.0001044601,0.0004180731,0.0001757141,0.00006533452,0.00007943605,0.000007554132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989759,0.000272448,0.0001325062,0.00006447326,0.00002131135,0.000003651742,0.000110248,0.000008226661,0.0004113402],"genre_scores_gemma":[0.9995348,0.00005967805,0.00005704385,0.00002264905,0.00002862641,0.000002510674,0.000129971,0.000002474648,0.000162113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001749144,"threshold_uncertainty_score":0.00527668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07844226687964276,"score_gpt":0.3844042268218024,"score_spread":0.3059619599421596,"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."}}