{"id":"W4251286674","doi":"10.1016/j.jvs.2019.07.069","title":"Systematic Review and Meta-Analysis of Preventative Strategies for Acute Kidney Injury in Patients Undergoing Elective Abdominal Aortic Aneurysm Repair","year":2019,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Acute kidney injury; Placebo; Randomized controlled trial; Relative risk; Anesthesia; Confidence interval; Surgery; Internal medicine; Aneurysm","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":[0.01048569,0.002789978,0.01565862,0.003492829,0.0008610467,0.003064828,0.002147125,0.00259527,0.003931448],"category_scores_gemma":[0.04039339,0.002110964,0.05326112,0.004439829,0.0008779287,0.001974571,0.002206641,0.003029566,0.0004097751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348672,"about_ca_system_score_gemma":0.003403632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179485,"about_ca_topic_score_gemma":0.02923224,"domain_scores_codex":[0.9855586,0.006788062,0.004364881,0.001799015,0.0009559828,0.0005333432],"domain_scores_gemma":[0.978773,0.01459088,0.00384031,0.001284612,0.001170369,0.0003407103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002758697,0.00002373933,0.006943851,0.05561918,0.9311652,0.00005591241,0.00006191661,0.000194986,0.0001113466,0.00004750744,0.000222739,0.002795021],"study_design_scores_gemma":[0.0009053366,0.0001684267,0.003805379,0.002774539,0.9916475,0.00003430631,0.0000317231,0.0000822841,0.00003775985,0.00008835013,0.0004077587,0.00001663863],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.030061,0.966351,0.0009834998,0.0003039312,0.0005263335,0.0002767545,0.0009597024,0.00005747853,0.0004803443],"genre_scores_gemma":[0.7510186,0.241192,0.00341766,0.001783613,0.0005015055,0.0005877649,0.0009739365,0.00006460868,0.0004601458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01565862,"threshold_uncertainty_score":0.05545431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711021762379856,"score_gpt":0.304636350300675,"score_spread":0.2875261326768765,"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."}}