{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006316072,0.0001221497,0.0001899996,0.0001326172,0.0000679892,0.000009838221,0.00007006786,0.00006154206,0.0007876439],"category_scores_gemma":[0.000005308425,0.0001153453,0.00004664068,0.0001709358,0.00003566993,0.0003346821,0.000002154976,0.00007583653,0.00002647259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002858159,"about_ca_system_score_gemma":0.00015778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001383985,"about_ca_topic_score_gemma":0.00003875215,"domain_scores_codex":[0.9984209,0.0002125539,0.0003579243,0.0003022994,0.0005917358,0.0001145735],"domain_scores_gemma":[0.9989616,0.00001129092,0.0001302316,0.0003075451,0.0004926758,0.00009662462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00155419,0.004807102,0.8197073,0.0003536557,0.0009989371,0.0001200442,0.05592992,0.00001942966,0.1154981,0.000247128,0.00000302616,0.0007611886],"study_design_scores_gemma":[0.003312044,0.0005432458,0.7682645,0.00003174617,0.006375114,0.00006012096,0.0008878873,0.000233762,0.2201664,0.00003563559,1.934472e-7,0.0000893444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958289,0.00005048958,0.0002172547,0.00001197796,0.00003671341,0.001894144,0.00002930537,0.00005331822,0.001877949],"genre_scores_gemma":[0.9984969,0.0001250247,0.0004636843,0.00001354143,0.0000611075,0.000248006,0.0005480074,0.00001559996,0.00002812166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046683,"threshold_uncertainty_score":0.8624148,"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."}}