{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009695473,0.0003389904,0.0003462984,0.0007550066,0.000909777,0.0007868498,0.0005715576,0.0003320679,0.001276385],"category_scores_gemma":[0.002386421,0.0003541479,0.0005716095,0.001793902,0.0004011866,0.0005474775,0.0006064316,0.0007051408,0.000152862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587278,"about_ca_system_score_gemma":0.002320729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1208236,"about_ca_topic_score_gemma":0.1377229,"domain_scores_codex":[0.999115,0.0001279026,0.00007104752,0.0002268667,0.0002148738,0.0002441517],"domain_scores_gemma":[0.9981635,0.0001846632,0.0008549333,0.0002401133,0.0002682052,0.00028853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000199444,0.00001108413,0.9993842,0.000002558252,0.00001375933,0.0000486649,0.00006179514,0.00001193663,0.00002242708,0.00001225162,0.00005560558,0.0003556855],"study_design_scores_gemma":[0.000004897933,0.00005995745,0.9986808,0.000008328146,0.00002762218,0.0003744377,0.0004114291,0.0001459407,0.00003156325,0.00001470304,0.0002357752,0.000004687178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993364,0.0001064888,0.00005279296,0.00002103446,0.000002304251,0.00001226532,0.0002990146,0.000001457788,0.0001681863],"genre_scores_gemma":[0.9993512,0.0001240661,0.00008475018,0.00001956859,0.000004356851,0.00001270767,0.000345459,0.000002533326,0.00005527774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1208236,"threshold_uncertainty_score":0.2402407,"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."}}