{"id":"W2981662678","doi":"10.1097/tp.0000000000002998","title":"Effects of Intraoperative Fluid Balance During Liver Transplantation on Postoperative Acute Kidney Injury: An Observational Cohort Study","year":2019,"lang":"en","type":"article","venue":"Transplantation","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Acute kidney injury; Renal replacement therapy; Intensive care unit; Confounding; Hazard ratio; Cohort study; Observational study; Population; Surgery; Randomized controlled trial; Cohort; Anesthesia; Internal medicine; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001684597,0.0002079649,0.0003415672,0.0001264275,0.00007989487,0.00001471226,0.00007320058,0.00008831847,0.00007739493],"category_scores_gemma":[0.000008867642,0.0001839893,0.00005426886,0.0001697986,0.00002895961,0.000298188,0.000001875682,0.0001803157,0.00003310378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008054186,"about_ca_system_score_gemma":0.00009531795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000974751,"about_ca_topic_score_gemma":0.000004741608,"domain_scores_codex":[0.9985644,0.0001638422,0.0003081554,0.0003702731,0.000420116,0.0001732238],"domain_scores_gemma":[0.9993812,0.00008162753,0.00007872352,0.0001886975,0.0001498285,0.0001199379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006924045,0.0008916396,0.3684191,0.0008494394,0.0003942443,0.0001854102,0.01396828,0.0001423919,0.6074157,0.0004022722,0.000006612862,0.0004009312],"study_design_scores_gemma":[0.004372878,0.002155407,0.7151002,0.0002902015,0.0002903451,0.00003282654,0.00007303121,0.001097138,0.2764367,0.000007458711,0.00000292182,0.0001408348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965847,0.000009014685,0.0004496672,0.00008488562,0.000258142,0.002057724,0.0001571138,0.00006786874,0.0003309256],"genre_scores_gemma":[0.99775,0.000562618,0.0002809494,0.0002039534,0.00007892412,0.00009567956,0.000782786,0.00002790534,0.0002172106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3466811,"threshold_uncertainty_score":0.7502866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191935302128986,"score_gpt":0.2887982065695704,"score_spread":0.2768788535482805,"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."}}