{"id":"W2319301315","doi":"10.1016/j.cjca.2015.07.392","title":"USING POST-OPERATIVE CREATININE TRAJECTORY TO DETERMINE CLINICAL IMPACT OF CARDIAC SURGERY-ASSOCIATED ACUTE KIDNEY INJURY","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Acute kidney injury; Creatinine; Dialysis; Cardiac surgery; Surgery; Renal function; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001244908,0.0003605799,0.0005952938,0.001350606,0.000563262,0.001716039,0.0004512188,0.0004777687,0.001029073],"category_scores_gemma":[0.0061555,0.000188448,0.0007233763,0.001632846,0.0002340015,0.0009997993,0.0008147567,0.00131694,0.0003126957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006842108,"about_ca_system_score_gemma":0.001534084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009519059,"about_ca_topic_score_gemma":0.01501114,"domain_scores_codex":[0.9992334,0.0001537894,0.0001311406,0.0001080264,0.0002365073,0.000137253],"domain_scores_gemma":[0.9960142,0.0007262286,0.001594181,0.0001884773,0.0007731157,0.0007038581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001815397,0.00004245739,0.9972349,0.000008506595,0.00005002298,0.00002686935,0.00003189847,0.0001280379,0.00008966373,0.00003192909,0.0001102671,0.002063985],"study_design_scores_gemma":[0.000004933641,0.0002114176,0.9970667,0.00001527111,0.0000556696,0.000140682,0.0002189134,0.001663856,0.0001960952,0.0001205729,0.0002954284,0.00001031659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959324,0.0003936356,0.0008289469,0.0001752358,0.00004017289,0.00002927206,0.0008585796,0.00003099794,0.001710815],"genre_scores_gemma":[0.9984841,0.000147946,0.000487664,0.00004324617,0.00001373956,0.00001268279,0.0006145693,0.000006854732,0.0001893919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009519059,"threshold_uncertainty_score":0.01892734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291001896437862,"score_gpt":0.4333259268667017,"score_spread":0.3042257372229156,"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."}}