{"id":"W4415279443","doi":"10.1097/lvt.0000000000000753","title":"Anonymous living donation expands access and enhances equity in pediatric liver transplantation: A retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Retrospective cohort study; Liver transplantation; Disadvantaged; Donation; Transplantation; United Network for Organ Sharing; Cohort; Cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004775883,0.0002609692,0.0004100919,0.0006233583,0.0001504802,0.0001017503,0.0001412043,0.0001536397,0.0001138007],"category_scores_gemma":[0.0000205773,0.0002560786,0.00006801847,0.0007193027,0.00005137712,0.0006683609,0.00001856268,0.000273523,0.000005169332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001622847,"about_ca_system_score_gemma":0.0001046281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000551131,"about_ca_topic_score_gemma":0.001538923,"domain_scores_codex":[0.9980996,0.0001309048,0.0005028938,0.0005579842,0.0004434462,0.0002651608],"domain_scores_gemma":[0.9992707,0.0002357159,0.0001161484,0.0001702389,0.0001323822,0.00007484693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004580639,0.0003537188,0.9875587,0.00352126,0.00004868786,0.0004954368,0.006039803,0.000006680738,0.0002447289,0.0003272927,0.00001585383,0.0009297684],"study_design_scores_gemma":[0.002204728,0.000289124,0.9893826,0.0003260285,0.001193531,0.0001033324,0.0002087776,0.0001841893,0.005723464,0.0001489587,0.000003192932,0.0002321193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801737,0.0004241554,0.01232818,0.0001177839,0.0001628901,0.001702333,0.00004756668,0.0001880151,0.004855388],"genre_scores_gemma":[0.9278482,0.07092682,0.0004233021,0.0001931698,0.00007264842,0.0001412766,0.0001263196,0.00001902076,0.0002492306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07050267,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671741965762757,"score_gpt":0.3316762476460738,"score_spread":0.3149588279884463,"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."}}