{"id":"W2899628670","doi":"10.1002/lt.25382","title":"Living Donor Liver Transplantation Using Selected Grafts With 2 Bile Ducts Compared With 1 Bile Duct Does Not Impact Patient Outcome","year":2018,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liver transplantation; Bile duct; Anastomosis; Biliary Tract Surgical Procedures; Duct (anatomy); Living donor liver transplantation; Surgery; Transplantation; General surgery; Biliary tract; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002056554,0.001207417,0.001293676,0.0008773132,0.0003757171,0.0001827232,0.0002802411,0.0008575933,0.000730396],"category_scores_gemma":[0.00001027864,0.0007843618,0.0003318367,0.0008654865,0.0002870345,0.0006789128,0.00001042223,0.001413954,0.00005124299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080512,"about_ca_system_score_gemma":0.0004344768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602249,"about_ca_topic_score_gemma":0.0009336028,"domain_scores_codex":[0.9950419,0.0003217652,0.001101143,0.001239058,0.001328131,0.000967999],"domain_scores_gemma":[0.9972825,0.0004153451,0.00071021,0.000628764,0.0007048277,0.0002583772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0483186,0.00289634,0.4431361,0.1592749,0.009005817,0.1224963,0.1163932,0.00118424,0.04741423,0.00003703121,0.0471955,0.002647716],"study_design_scores_gemma":[0.02201761,0.0145336,0.6048678,0.02314892,0.03970297,0.03855321,0.0008665735,0.004118221,0.2344663,0.00002366406,0.008685092,0.009016029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713198,0.0001579838,0.01589748,0.004400648,0.0003966805,0.003227912,0.003528201,0.0008932753,0.0001780013],"genre_scores_gemma":[0.9325504,0.004796158,0.01609036,0.02994006,0.001549937,0.0001618381,0.01399764,0.0004395956,0.0004739626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1870521,"threshold_uncertainty_score":0.9994608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158827239516543,"score_gpt":0.2672878541057706,"score_spread":0.2456995817106052,"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."}}