{"id":"W4401906982","doi":"10.1097/lvt.0000000000000473","title":"A scoping review of nonmedical barriers to living donor liver transplant","year":2024,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; MaRS; Hospital for Sick Children; University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Living donor liver transplantation; Intensive care medicine; MEDLINE; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005174268,0.0006210636,0.002406566,0.0005649103,0.00006801279,0.00002630238,0.0002493484,0.0004187844,0.001307541],"category_scores_gemma":[0.00006253546,0.0004834544,0.0009696424,0.0006596379,0.0000780757,0.0001201293,0.00001522202,0.0006070907,0.0002510558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147897,"about_ca_system_score_gemma":0.0008081637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005072813,"about_ca_topic_score_gemma":0.00003067782,"domain_scores_codex":[0.9966102,0.0001844175,0.001465548,0.0006801344,0.000673456,0.000386257],"domain_scores_gemma":[0.9983417,0.0003723487,0.0002570104,0.0003795991,0.00008142371,0.0005679076],"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":[0.00003492764,0.00003239582,0.00001612501,0.9290012,0.0002055108,0.001006103,0.001253623,8.711967e-8,0.000002085342,0.0000640806,0.0002438023,0.06814003],"study_design_scores_gemma":[0.000206383,0.0002079949,0.00002433048,0.9549798,0.01925211,0.001547207,0.00001412711,0.000008610323,0.00007222054,0.000001487608,0.02323836,0.0004473703],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001092752,0.9894753,0.004906702,0.0001031264,0.0002926585,0.003912811,0.0006333788,0.0002407291,0.0004244282],"genre_scores_gemma":[0.00004766514,0.9954467,0.00203699,0.0009690216,0.0001777978,0.0002851799,0.0007341822,0.0001228431,0.0001795495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06769266,"threshold_uncertainty_score":0.9997617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314955421267025,"score_gpt":0.3563911920381377,"score_spread":0.3232416378254674,"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."}}