{"id":"W3009769318","doi":"10.1016/j.jtcvs.2020.01.101","title":"Costs and consequences of acute kidney injury after cardiac surgery: A cohort study","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of Alberta; Amgen","keywords":"Acute kidney injury; Medicine; Cohort; Cardiac surgery; Cohort study; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001167691,0.0006593032,0.0006223008,0.001336402,0.001313857,0.001629207,0.0009001649,0.001270196,0.001855889],"category_scores_gemma":[0.003607075,0.0009927294,0.002449532,0.002196072,0.0005080233,0.00169699,0.001221732,0.001851183,0.0003119406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346594,"about_ca_system_score_gemma":0.0013397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03567503,"about_ca_topic_score_gemma":0.03984883,"domain_scores_codex":[0.9986608,0.0003064508,0.0001650821,0.0002985755,0.0001628517,0.0004062046],"domain_scores_gemma":[0.9967197,0.0004187443,0.001400312,0.000479039,0.000334176,0.0006482132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002461111,0.0001062821,0.9987537,0.000005410142,0.0002802746,0.00009067341,0.00006068478,0.00003846918,0.00005664016,0.00002127235,0.00007064454,0.0002698644],"study_design_scores_gemma":[0.00001656853,0.0001269972,0.998955,0.000005718874,0.0001193248,0.000184026,0.0003164449,0.0001441321,0.00001681786,0.00002693596,0.00007798684,0.00001002986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989667,0.0001452888,0.00004871639,0.0000517921,0.000008021147,0.00001055258,0.0005924458,0.000001441619,0.0001750744],"genre_scores_gemma":[0.998887,0.0001424514,0.0000551715,0.00003602174,0.00001469721,0.00001392313,0.0006596118,0.000002530769,0.0001886539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03567503,"threshold_uncertainty_score":0.07093471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448463510989554,"score_gpt":0.3147253741847738,"score_spread":0.2902407390748783,"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."}}