{"id":"W2057211057","doi":"10.1159/000329485","title":"An Evaluation of Intraoperative Renal Support during Liver Transplantation: A Matched Cohort Study","year":2011,"lang":"en","type":"article","venue":"Blood Purification","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Renal replacement therapy; Liver transplantation; Cohort; Liver disease; Retrospective cohort study; Surgery; Demographics; Acute kidney injury; Transplantation; 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":[0.001422496,0.0003677527,0.0004291042,0.0007985336,0.0008170284,0.0006108793,0.0003584471,0.0005929187,0.001642831],"category_scores_gemma":[0.003597702,0.0004622135,0.0005570924,0.0008354293,0.0003788437,0.0006293074,0.0005459753,0.0005171527,0.0003131844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003564252,"about_ca_system_score_gemma":0.0004732118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456516,"about_ca_topic_score_gemma":0.00211037,"domain_scores_codex":[0.9989103,0.0003417532,0.0001132712,0.0002622617,0.0001908317,0.0001815351],"domain_scores_gemma":[0.9979188,0.0003533737,0.0008565793,0.0002848445,0.0001887194,0.000397759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003867036,0.0001417209,0.9983588,0.00000596314,0.00006001436,0.0001689953,0.00009412519,0.00001184906,0.0002154917,0.00001143184,0.00003613485,0.0005086996],"study_design_scores_gemma":[0.00007747575,0.001452283,0.9958432,0.000005896689,0.00008585997,0.001488854,0.0004043929,0.0001905314,0.0001717641,0.00002716316,0.0002430748,0.000009440972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996964,0.0000508578,0.0000574711,0.000008492791,0.000003633013,0.00001351077,0.00007103613,9.028582e-7,0.00009788197],"genre_scores_gemma":[0.9997187,0.00002952261,0.00005572173,0.00001340163,0.000008175155,0.00001224457,0.0001165223,9.604447e-7,0.00004466245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002456516,"threshold_uncertainty_score":0.007522941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04269026734441796,"score_gpt":0.2912200918078025,"score_spread":0.2485298244633845,"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."}}