{"id":"W3153557982","doi":"10.1097/prs.0000000000007890","title":"Face Transplant: Current Update and First Canadian Experience","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Surgery; Immunosuppression","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008635957,0.0001379566,0.0002812137,0.0002079656,0.000147894,0.00003373924,0.00003444185,0.00005702886,0.001539286],"category_scores_gemma":[0.0002306674,0.0001346644,0.00005725952,0.0002538692,0.0002141354,0.00009659492,0.000007685668,0.0002220239,0.00009934286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006037398,"about_ca_system_score_gemma":0.0006959685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147314,"about_ca_topic_score_gemma":0.01066366,"domain_scores_codex":[0.9988641,0.00004217495,0.0002140793,0.0003254592,0.0001996223,0.0003546149],"domain_scores_gemma":[0.9983416,0.0008794311,0.00002932523,0.0001314098,0.0001093862,0.0005088777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001617364,0.00005895679,0.9270895,0.0004839037,0.0001104182,0.001699309,0.002026855,0.000002932574,0.0003952431,0.0005813508,0.0003259607,0.06706382],"study_design_scores_gemma":[0.001459474,0.00004975174,0.9421613,0.001262313,0.0001761438,0.005931453,0.002216452,0.0003769684,0.01683656,0.0001662118,0.02875927,0.000604138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994953,0.001856629,0.0007502277,0.0005667675,0.0008239415,0.0001257103,0.0002261166,0.00003032018,0.0006673118],"genre_scores_gemma":[0.9969199,0.002609613,0.0001568595,0.0000612251,0.00006476766,0.00001382567,0.00009056592,0.00001431987,0.00006894851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06645968,"threshold_uncertainty_score":0.9993734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005836332654905,"score_gpt":0.2800672225031174,"score_spread":0.2500088591765684,"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."}}