{"id":"W2021151931","doi":"10.1097/00007890-200407271-00991","title":"IMPACT OF EXPERIENCE ON RISK OF BILIARY COMPLICATIONS IN LIVING-DONOR LIVER TRANSPLANTION","year":2004,"lang":"en","type":"article","venue":"Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Anastomosis; Biliary tract; Bile duct; Surgery; Liver transplantation; Complication; Percutaneous; Roux-en-Y anastomosis; Biliary Tract Surgical Procedures; Intrahepatic bile ducts; Transplantation; Internal medicine","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":[0.0007663304,0.000198095,0.0001748055,0.0006350632,0.0004956134,0.0009177991,0.0002897948,0.000606909,0.003768731],"category_scores_gemma":[0.007083029,0.0001516596,0.0004379201,0.0005309324,0.000586781,0.0008485597,0.000719546,0.00073257,0.000463307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897929,"about_ca_system_score_gemma":0.0002316734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006442005,"about_ca_topic_score_gemma":0.0006825771,"domain_scores_codex":[0.9990047,0.0003193599,0.0001117694,0.00009809245,0.0001728289,0.0002933368],"domain_scores_gemma":[0.9929104,0.001912602,0.002868316,0.0001520658,0.0002665236,0.001889964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001171333,0.0000312439,0.995254,0.00000685869,0.00001538098,0.001162093,0.0001066723,0.00008537695,0.00009390185,0.0000258561,0.00009350917,0.003008047],"study_design_scores_gemma":[0.000007690945,0.0002865894,0.989576,0.000017642,0.00001680275,0.008711565,0.0004632898,0.0003502394,0.0001348934,0.00009961784,0.0003204083,0.00001530344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987061,0.0002807438,0.00009170148,0.0001286187,0.00001120358,0.000002146589,0.00005025598,0.000004269266,0.0007250675],"genre_scores_gemma":[0.9997942,0.00006119305,0.0000187867,0.00001925225,0.0000188431,0.000001165057,0.00003124651,0.000001864503,0.00005357082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003768731,"threshold_uncertainty_score":0.01260769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192345348987072,"score_gpt":0.3008054408657142,"score_spread":0.281570905967007,"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."}}