{"id":"W2027311259","doi":"10.1002/lt.21852","title":"Financial, vocational, and interpersonal impact of living liver donation","year":2009,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University Health Network; American Association for the Study of Liver Diseases","keywords":"Donation; Psychosocial; Medicine; Logistic regression; Liver transplantation; Interpersonal communication; Transplantation; Family medicine; Internal medicine; Psychiatry; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001066787,0.0001131591,0.000145244,0.0001932931,0.00005194964,0.00001360228,0.0000308397,0.00007764225,0.0002371934],"category_scores_gemma":[0.00003961007,0.0001047322,0.0000820517,0.0001586714,0.00003868733,0.0002761669,0.000001440891,0.00008954165,0.00001098602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004604141,"about_ca_system_score_gemma":0.00008629937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007582636,"about_ca_topic_score_gemma":0.00002079445,"domain_scores_codex":[0.9992547,0.00003176328,0.0002196318,0.0001665811,0.0002243935,0.0001029373],"domain_scores_gemma":[0.9995389,0.000134165,0.00007951606,0.00006433367,0.0001307787,0.00005228716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006217111,0.002759902,0.3074953,0.004127836,0.00056291,0.0005174528,0.0716826,0.0003430047,0.2764391,0.04494983,0.001104515,0.2838004],"study_design_scores_gemma":[0.0006408264,0.0004341248,0.9933376,0.0003952463,0.0001720087,0.0002449532,0.00003016833,0.001612003,0.002903375,0.0001205075,0.000009726988,0.00009942437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876862,0.0003034404,0.01030632,0.0001939393,0.00004086728,0.0002360422,0.00005511496,0.0000425663,0.001135565],"genre_scores_gemma":[0.9959989,0.002152023,0.001305675,0.0002107177,0.00005527841,0.00000338108,0.0001899494,0.000007639714,0.000076501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6858423,"threshold_uncertainty_score":0.4270853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221931045437059,"score_gpt":0.2711451105254118,"score_spread":0.2589258000710413,"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."}}