{"id":"W4319660831","doi":"10.1097/txd.0000000000001443","title":"Does an Additional Bile Duct Flush With Low-viscosity Preservation Solution Reduce Bile Duct Injury? A Single-blinded Randomized Clinical Trial","year":2023,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Bile duct; Randomized controlled trial; Liver transplantation; Anastomosis; Gastroenterology; Surgery; Internal medicine; Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006543002,0.002332304,0.007534801,0.0007058134,0.000824763,0.001776546,0.001545361,0.0048622,0.008619329],"category_scores_gemma":[0.006630024,0.0009198568,0.003595561,0.0007177257,0.002391739,0.001732567,0.0006766214,0.002874911,0.001153724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009529373,"about_ca_system_score_gemma":0.002191752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007117239,"about_ca_topic_score_gemma":0.001017652,"domain_scores_codex":[0.9958375,0.002441649,0.0004330314,0.000677167,0.0002880185,0.000322711],"domain_scores_gemma":[0.9947747,0.001973941,0.001363752,0.0004797532,0.0004723892,0.0009353285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9912606,0.003351982,0.0001438734,0.0007708541,0.0007596355,0.00001201386,0.00001677565,0.00004852821,0.0003859482,0.00004273391,0.0001535575,0.003053636],"study_design_scores_gemma":[0.9601948,0.03844667,0.0002592807,0.00006353597,0.0005622099,0.000006788754,0.000008303989,0.0001022354,0.000114674,0.00007497583,0.0001588235,0.000007713176],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360484,0.01962302,0.002726582,0.002211566,0.004360295,0.03025718,0.001429204,0.0002645986,0.003079237],"genre_scores_gemma":[0.935455,0.006830687,0.005807732,0.002622811,0.00272704,0.04256705,0.0008311301,0.00003475721,0.003124034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008619329,"threshold_uncertainty_score":0.03460306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06358175944931428,"score_gpt":0.3667141462732798,"score_spread":0.3031323868239655,"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."}}