{"id":"W2171146419","doi":"10.1503/cjs.016613","title":"End-to-end ductal anastomosis in biliary reconstruction: indications and limitations","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anastomosis; Liver transplantation; Bile duct; Transplantation; Surgery; Roux-en-Y anastomosis; Cholangiography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005511294,0.0001910637,0.001218372,0.002782155,0.00007523929,0.00003470419,0.00007958763,0.0001974244,0.0002152895],"category_scores_gemma":[0.000448447,0.0001677265,0.0003224711,0.0006674401,0.0001076203,0.0001073496,0.000003848633,0.0004613076,0.00001041478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230908,"about_ca_system_score_gemma":0.003766989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004300968,"about_ca_topic_score_gemma":0.006217789,"domain_scores_codex":[0.9984325,0.00009952902,0.0009530089,0.0001619019,0.0001336267,0.0002194834],"domain_scores_gemma":[0.9977345,0.000766108,0.000410604,0.0001611034,0.0001225129,0.0008051704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003295074,0.000008857479,0.01742381,0.003000525,0.00009236055,0.0003689769,0.0001269857,1.078485e-7,2.311085e-7,0.00008654708,0.002295918,0.9765924],"study_design_scores_gemma":[0.0001245357,0.00004577755,0.01968454,0.01295793,0.0007533702,0.009211761,0.00008206887,2.49915e-7,0.000003154243,0.00005367661,0.9568663,0.0002166822],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001674452,0.9947963,0.0001000508,0.001798469,0.0006639227,0.0003177688,0.0001021011,0.0000122156,0.0005347438],"genre_scores_gemma":[0.004298022,0.9937432,0.001248791,0.000268195,0.0002465013,0.00001125941,0.00005017429,0.00003260551,0.0001012544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9763757,"threshold_uncertainty_score":0.6839689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08233546503362084,"score_gpt":0.3071013431132014,"score_spread":0.2247658780795806,"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."}}