{"id":"W2144612928","doi":"10.1053/jlts.2003.50105","title":"The utility of marginal donors in liver transplantation","year":2003,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":659,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Francisco; University of California, Los Angeles; Universitätsspital Zürich; Hokkaido University; Universitat de Barcelona; McMaster University; London Health Sciences Centre; University of Pittsburgh; University of Washington","keywords":"Medicine; Economic shortage; Liver transplantation; Transplantation; Reperfusion injury; Intensive care medicine; Surgery; Ischemia; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000770491,0.0005918381,0.001261867,0.00188805,0.0002977923,0.0008554062,0.000686934,0.0009919617,0.002251067],"category_scores_gemma":[0.0009107995,0.0001817653,0.0003979994,0.001801045,0.0006664002,0.00133693,0.0007143023,0.00130999,0.001323593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217681,"about_ca_system_score_gemma":0.0008973603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006552566,"about_ca_topic_score_gemma":0.001075998,"domain_scores_codex":[0.9997771,0.00006421956,0.00003853373,0.00002785382,0.00007734192,0.00001494181],"domain_scores_gemma":[0.9996681,0.0001970755,0.00004523526,0.0000127907,0.00005428579,0.00002240179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007768852,0.00005282973,0.0003046387,0.0135553,0.0000641322,0.0006532759,0.00007549028,0.0002607798,0.001225851,0.003345517,0.01119019,0.9691944],"study_design_scores_gemma":[0.00004069008,0.0002034966,0.002114542,0.007978261,0.000182984,0.01103565,0.0001879485,0.0001044315,0.001121272,0.005200852,0.9717984,0.00003152059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001388197,0.9987418,0.0001582001,0.0001555884,0.0001105615,0.000002626139,0.000003989445,0.000002887169,0.0006855069],"genre_scores_gemma":[0.0008145802,0.9985775,0.0001505234,0.0001132385,0.000107719,0.000004291607,0.000007405317,6.674689e-7,0.0002241451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002251067,"threshold_uncertainty_score":0.00753057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380831019825387,"score_gpt":0.3200541356685516,"score_spread":0.2819710336860128,"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."}}