{"id":"W2133609670","doi":"10.1093/icvts/ivu014","title":"Cardiac surgery-associated acute kidney injury","year":2014,"lang":"en","type":"review","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Acute kidney injury; Dialysis; Cardiac surgery; Renal replacement therapy; Kidney disease; Intensive care medicine; Kidney; Randomized controlled trial; Cardiorenal syndrome; Surgery; 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":[0.001000566,0.0009301783,0.00243927,0.003825937,0.0003661128,0.001237178,0.0008423389,0.0008927372,0.005154442],"category_scores_gemma":[0.002068525,0.0002766082,0.001363331,0.004155533,0.0005268511,0.0008548472,0.0007928288,0.001127717,0.001180317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008438986,"about_ca_system_score_gemma":0.002541006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437255,"about_ca_topic_score_gemma":0.004247083,"domain_scores_codex":[0.9993042,0.0001276742,0.0001495917,0.00008603053,0.0002822902,0.00005010881],"domain_scores_gemma":[0.9989957,0.0004306461,0.0002803891,0.00002293252,0.0002135226,0.00005681648],"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":[0.00009711377,0.00005854116,0.0008295257,0.1282128,0.000702953,0.0001592094,0.00007669214,0.0001297337,0.0004340151,0.0009789878,0.02916326,0.8391572],"study_design_scores_gemma":[0.0001276757,0.0002474451,0.01167876,0.1121785,0.002979932,0.004911024,0.0002629165,0.0001235093,0.0006347036,0.002215271,0.8645893,0.00005109236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006375105,0.9993951,0.0000211612,0.00008324987,0.00006829752,0.000008343645,0.00001598166,0.00000297715,0.0003410601],"genre_scores_gemma":[0.0005531728,0.9991618,0.00004036454,0.00006283192,0.00004557048,0.000007178749,0.00002013215,4.171028e-7,0.0001085062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005154442,"threshold_uncertainty_score":0.01724327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540409493179741,"score_gpt":0.3863845739674194,"score_spread":0.3323436246494453,"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."}}