{"id":"W3041352449","doi":"10.1097/sla.0000000000004156","title":"Ethics of Facial Transplantation","year":2020,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Disfigurement; Context (archaeology); Risk perception; Distress; Perception; Quality of life (healthcare); Affect (linguistics); Clinical psychology; Surgery; Psychology","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":[0.0002955308,0.00004555625,0.0002185811,0.00007450306,0.00001340832,0.000001697841,0.00002683108,0.00006644573,0.0003192882],"category_scores_gemma":[0.000162667,0.00004207752,0.00009468167,0.0001878438,0.00006293981,0.00004070556,0.000002202041,0.0001493751,0.00002135274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.053955e-7,"about_ca_system_score_gemma":0.0001338958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000270433,"about_ca_topic_score_gemma":0.000001418636,"domain_scores_codex":[0.9992367,0.00004433628,0.0002394451,0.00007696047,0.0003102956,0.00009228435],"domain_scores_gemma":[0.9992546,0.000365802,0.00005356021,0.0000548173,0.0001789579,0.00009228869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008289065,0.0006693141,0.4975515,0.02188821,0.0005538914,0.0006792701,0.03070542,0.00003169801,0.3697099,0.002747006,0.01734594,0.04982879],"study_design_scores_gemma":[0.0004484087,0.0001545114,0.2026862,0.0002185422,0.00004644832,0.00001218258,0.0001745804,0.00002802328,0.793269,0.00006757359,0.002817593,0.00007689807],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726348,0.0002038647,0.0002841371,0.02520505,0.00003859295,0.00008958546,0.00008083082,0.00001796829,0.001445198],"genre_scores_gemma":[0.9959071,0.002678368,0.00006043605,0.001200103,0.00004836437,9.328787e-7,0.00005094998,0.000006714436,0.00004697631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4235592,"threshold_uncertainty_score":0.3495982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5111233795692575,"score_gpt":0.4461508256008125,"score_spread":0.06497255396844498,"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."}}