{"id":"W4220766116","doi":"10.1111/ctr.14656","title":"Which recipient pretransplant factors, such as MELD, renal function, sarcopenia, and recent sepsis influence suitability for and outcome after living donor liver transplantation? A systematic review of the literature and expert panel recommendations","year":2022,"lang":"en","type":"review","venue":"Clinical Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Contraindication; Intensive care medicine; Transplantation; Sarcopenia; Sepsis; Liver transplantation; Model for End-Stage Liver Disease; Internal medicine; Liver disease; Surgery; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002128939,0.0006116671,0.002542892,0.0001937232,0.0002957519,0.00007796634,0.000211735,0.0004675041,0.0002324323],"category_scores_gemma":[0.0007948343,0.0003997236,0.0005659108,0.0005573563,0.0001827125,0.0002853533,0.00003154097,0.0008441669,0.000001160531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008999409,"about_ca_system_score_gemma":0.0002234126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004310176,"about_ca_topic_score_gemma":0.0001087505,"domain_scores_codex":[0.9942097,0.001188312,0.002909623,0.0009096463,0.0004813551,0.0003013529],"domain_scores_gemma":[0.9933259,0.004695659,0.0008853708,0.0005578414,0.0003009719,0.0002342298],"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":[0.0003252429,0.0001369904,0.008064162,0.9823204,0.0002900725,0.00001357001,0.002562764,7.781226e-8,0.000001295577,0.00004687929,0.00002130325,0.006217251],"study_design_scores_gemma":[0.001731133,0.0009630174,0.04736172,0.8989958,0.03188752,0.001142904,0.0001567502,0.000006427968,0.00003011733,0.00008811115,0.01674899,0.0008875058],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004800447,0.9828306,0.0008582245,0.0006119177,0.0003222873,0.007881069,0.002594517,0.00007661591,0.00002430619],"genre_scores_gemma":[0.003085437,0.9919881,0.0009726697,0.0008901765,0.00005199472,0.001245456,0.00161899,0.00006448645,0.00008269758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0833246,"threshold_uncertainty_score":0.9998454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08659376134482875,"score_gpt":0.398197216940481,"score_spread":0.3116034555956523,"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."}}