{"id":"W4401951445","doi":"10.3138/canlivj-2024-0006","title":"Evolving trends in liver transplantation eligibility: A shift toward inclusivity for older adults at a Canadian Transplant Center","year":2024,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Liver transplantation; Transplantation; Single Center; Liver disease; Gerontology; Retrospective cohort study; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003717392,0.0002485067,0.0003140064,0.001523752,0.0002432465,0.0001174314,0.0001354723,0.0002115101,0.001603028],"category_scores_gemma":[0.00001211315,0.0002305854,0.0002564895,0.0003487976,0.00004465753,0.0002971565,0.000004243404,0.0004876666,0.00002347064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166724,"about_ca_system_score_gemma":0.001322903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3404151,"about_ca_topic_score_gemma":0.9620534,"domain_scores_codex":[0.9982091,0.00005480998,0.0004266115,0.0003748255,0.0002332039,0.0007014921],"domain_scores_gemma":[0.9983816,0.00007440469,0.00004081714,0.0001435603,0.00008517666,0.001274413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00245253,0.0003056476,0.4647833,0.0129008,0.0006750068,0.109008,0.1865741,0.00002003606,0.0002000857,0.00141843,0.03370519,0.1879569],"study_design_scores_gemma":[0.004220895,0.0002530263,0.9596838,0.003062498,0.0004815332,0.009020445,0.0002259947,0.002310893,0.0006604568,0.0001114966,0.01940893,0.0005600015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727731,0.004824648,0.002623023,0.01152256,0.001012363,0.001258679,0.002656583,0.0001467926,0.003182239],"genre_scores_gemma":[0.9944778,0.0022475,0.0005820016,0.001573359,0.000235637,0.00002415986,0.0003471861,0.00004840437,0.0004639199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6216384,"threshold_uncertainty_score":0.9993097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412301926063083,"score_gpt":0.2791461398502911,"score_spread":0.2650231205896603,"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."}}