{"id":"W2069684913","doi":"10.1053/jlts.2001.28518","title":"Management of biliary problems after liver transplantation","year":2001,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Liver transplantation; Anastomosis; Surgery; Complication; Percutaneous; Stenosis; Transplantation; Occlusion; Radiology","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":[0.0002026799,0.0006224574,0.001422366,0.0005357676,0.00005752136,0.00002319573,0.0001913432,0.0004890855,0.0006145188],"category_scores_gemma":[9.090439e-7,0.0005249872,0.0007185471,0.000604432,0.00009281954,0.0002274519,0.000007884783,0.0003896971,0.0001293385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101524,"about_ca_system_score_gemma":0.00009265792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007020504,"about_ca_topic_score_gemma":0.00002270134,"domain_scores_codex":[0.9971409,0.0001347052,0.001167246,0.0006249975,0.0005695561,0.0003626014],"domain_scores_gemma":[0.9988593,0.0001048531,0.0003895202,0.0004079113,0.00009616229,0.0001422248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003520394,0.0002228738,0.000112339,0.5925165,0.0004551856,0.007376053,0.0008494063,0.000001734866,0.000001880804,0.0002595228,0.00002860731,0.3978238],"study_design_scores_gemma":[0.007182449,0.001224832,0.01412195,0.271573,0.1050647,0.01490336,0.0001331145,0.00005372902,0.0009882661,0.00017524,0.5816583,0.002921062],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000235015,0.9819575,0.01043943,0.0000175492,0.0001839458,0.002988421,0.0006416949,0.0002435934,0.003292841],"genre_scores_gemma":[0.0005539809,0.9899427,0.004577751,0.0000560187,0.00009091632,0.0003716509,0.003254382,0.0001154945,0.001037154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5816297,"threshold_uncertainty_score":0.9997202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879917124937503,"score_gpt":0.2979191413889073,"score_spread":0.2691199701395323,"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."}}