{"id":"W4386333739","doi":"10.1053/j.gastro.2023.08.043","title":"Anonymous Living Donor Liver Transplantation: The Altruistic Strangers","year":2023,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Toronto General Hospital; Hospital for Sick Children; University of Toronto; University Health Network","funders":"","keywords":"Liver transplantation; Living donor liver transplantation; Transplantation; Altruism (biology); Medicine; Psychology; Social psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001567436,0.000112072,0.0001694111,0.0001065596,0.0000881395,0.00001155194,0.00009934974,0.00005539691,0.0004557871],"category_scores_gemma":[0.00001572196,0.00007899987,0.00008770569,0.0001329366,0.00009322017,0.00003375601,0.000009894226,0.0001571878,0.0001711836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001897341,"about_ca_system_score_gemma":0.00001895311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002653422,"about_ca_topic_score_gemma":0.00008634992,"domain_scores_codex":[0.9991423,0.00006282095,0.0001881812,0.0001767417,0.0001242489,0.0003057247],"domain_scores_gemma":[0.999554,0.0001351054,0.00004075185,0.0001745819,0.00002659817,0.0000689673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001318757,0.0001441859,0.9714974,0.001283444,0.0002382394,0.002808177,0.005547905,0.00004879343,0.002783564,0.0005968196,0.01106474,0.002668029],"study_design_scores_gemma":[0.0008445164,0.0006033177,0.9948705,0.00006204562,0.00025972,0.001433828,0.0002127394,0.0001939888,0.000567703,0.00004157027,0.0008416691,0.00006836878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884741,0.00004168396,0.004947542,0.004896618,0.0002466013,0.000302051,0.00003597762,0.0003855018,0.0006699219],"genre_scores_gemma":[0.9944563,0.001550736,0.0004629195,0.002690298,0.0001286392,0.00002792856,0.00005958715,0.00001937274,0.0006042269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02337319,"threshold_uncertainty_score":0.499055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603805678935871,"score_gpt":0.262439951478046,"score_spread":0.2464018946886873,"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."}}