{"id":"W2066498991","doi":"10.1002/lt.21650","title":"Intraoperative Renal Support During Liver Transplantation","year":2008,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Liver transplantation; Transplantation; Intensive care medicine; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009748596,0.0002860402,0.00032047,0.0002448793,0.0002925048,0.00002011162,0.0000937377,0.000176358,0.001338328],"category_scores_gemma":[0.000004202762,0.0002673591,0.0001613059,0.0002426484,0.0001207733,0.0004699345,0.000003283564,0.000282907,0.0002037385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007631975,"about_ca_system_score_gemma":0.0001062745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001089958,"about_ca_topic_score_gemma":0.00005785543,"domain_scores_codex":[0.9983006,0.00006805204,0.000451683,0.0004074636,0.0004397871,0.0003323737],"domain_scores_gemma":[0.9993626,0.00005979549,0.00009128251,0.0001869365,0.0001240258,0.0001753325],"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":[0.02320017,0.002182151,0.2099842,0.03524068,0.001097078,0.1619219,0.1953935,0.0003448253,0.3564242,0.005666142,0.002097013,0.006448138],"study_design_scores_gemma":[0.003611533,0.0003686005,0.5096339,0.0001770565,0.0005972268,0.01335897,0.0000799188,0.0001129602,0.4715081,0.00001941865,0.000189794,0.000342498],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771013,0.0001243057,0.01648635,0.0001998614,0.0001196183,0.0006542279,0.0001661399,0.0004128409,0.004735319],"genre_scores_gemma":[0.9364795,0.05612473,0.004414426,0.0004408552,0.0001539687,0.00004052357,0.0009935173,0.00004444565,0.00130802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2996497,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616401873234789,"score_gpt":0.2501443411620842,"score_spread":0.2339803224297363,"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."}}