{"id":"W3134429588","doi":"10.1016/j.surg.2021.01.038","title":"Invited commentary on: Venous outflow reconstruction using polytetrafluoroethylene graft in right lobe living donor liver transplantation: A single center study","year":2021,"lang":"en","type":"letter","venue":"Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Living donor liver transplantation; Liver transplantation; Transplantation; Surgery; Single Center; Scopus; General surgery; MEDLINE","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003478261,0.0005273615,0.001103059,0.0009967893,0.0001258369,0.00007322954,0.0001072418,0.0005722867,0.0004294463],"category_scores_gemma":[0.00003050059,0.0005206959,0.0003836234,0.0004859492,0.00007692828,0.0001767482,0.00001976098,0.001505069,0.000008373624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004609735,"about_ca_system_score_gemma":0.00007602086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004773982,"about_ca_topic_score_gemma":0.0002684786,"domain_scores_codex":[0.9968934,0.0004341728,0.0009017033,0.0007042286,0.0005371957,0.0005293039],"domain_scores_gemma":[0.9982504,0.000831658,0.000266418,0.0004618299,0.00009089582,0.00009884724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000516586,0.003857466,0.4178245,0.005411687,0.0006961816,0.07438074,0.004586675,0.000007473508,0.0005364227,1.980256e-7,0.4842747,0.007907334],"study_design_scores_gemma":[0.02339533,0.007253398,0.2457499,0.1007979,0.01328197,0.06047287,0.007167846,0.0005354213,0.07777449,0.00006873984,0.4504257,0.01307645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7379898,0.0005277956,0.0002055171,0.2570268,0.002222807,0.001365133,0.000303313,0.0002896273,0.00006924014],"genre_scores_gemma":[0.1253034,0.002061344,0.001232809,0.8656986,0.002925697,0.00004750153,0.002398251,0.0002022859,0.0001301075],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6126864,"threshold_uncertainty_score":0.9997244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03535183946329748,"score_gpt":0.2611020307059082,"score_spread":0.2257501912426107,"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."}}