{"id":"W4220776830","doi":"10.1111/ctr.14651","title":"Perioperative fluid management and outcomes in adult deceased donor liver transplantation – A systematic review of the literature and expert panel recommendations","year":2022,"lang":"en","type":"review","venue":"Clinical Transplantation","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Observational study; Intensive care medicine; Liver transplantation; Systematic review; Perioperative; MEDLINE; Transplantation; Cochrane Library; Psychological intervention; Evidence-based medicine; Randomized controlled trial; Surgery; Internal medicine; Pathology; Alternative 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":[0.0007656474,0.0002863329,0.001768518,0.0001272525,0.00009065401,0.00002090137,0.0001132768,0.0001731499,0.00003082092],"category_scores_gemma":[0.0001080467,0.0001732691,0.0003473193,0.0002858468,0.00007092618,0.00006896162,0.00001184055,0.0004464297,0.000001148333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005701101,"about_ca_system_score_gemma":0.00006559974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001171298,"about_ca_topic_score_gemma":0.00001010612,"domain_scores_codex":[0.9967629,0.001041759,0.001437606,0.0003871772,0.0002451452,0.0001254518],"domain_scores_gemma":[0.9982655,0.0009647555,0.0003449545,0.0003010536,0.00005123207,0.00007252196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005141971,0.0001292469,0.0001255956,0.9332545,0.0002616367,0.00006760208,0.001744554,7.487125e-8,2.601016e-7,0.0001122356,0.000006631689,0.06424622],"study_design_scores_gemma":[0.001810303,0.0001539653,0.0008763307,0.9848834,0.005129866,0.0002620592,0.0001532431,0.0000352224,0.000001175862,0.000008852487,0.006453377,0.0002321658],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005321832,0.9947394,0.00008859261,0.0002835339,0.0002605413,0.003742277,0.000237771,0.0000177308,0.00009803227],"genre_scores_gemma":[0.0001563068,0.997243,0.0004566124,0.0004905611,0.00003657529,0.0006911057,0.0007233574,0.00002629189,0.0001761975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06401405,"threshold_uncertainty_score":0.7065709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08180222746501298,"score_gpt":0.4047445312928571,"score_spread":0.3229423038278442,"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."}}