{"id":"W2037112598","doi":"10.1016/j.transproceed.2003.08.017","title":"Do biliary endoprostheses decrease biliary complications after liver transplantation?","year":2003,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital; Royal Victoria Regional Health Centre","funders":"","keywords":"Liver transplantation; Medicine; Biliary tract; Transplantation; Surgery; Biliary dyskinesia; Biliary Tract Surgical Procedures; Cholecystectomy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002837727,0.0003781411,0.0003689591,0.0003749621,0.0002057431,0.00008847579,0.0001340027,0.0001938668,0.001263994],"category_scores_gemma":[0.00004691959,0.0003428493,0.0002097643,0.0005134651,0.000149521,0.0005199114,0.000003454893,0.0002911782,0.0001713304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006572135,"about_ca_system_score_gemma":0.0001548925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002944121,"about_ca_topic_score_gemma":0.000009270234,"domain_scores_codex":[0.9978592,0.00003250139,0.0006116373,0.0006023829,0.0004784881,0.000415814],"domain_scores_gemma":[0.9988127,0.0001235256,0.0001318238,0.0002142357,0.0003136487,0.0004040698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00573306,0.002166829,0.7716504,0.02311949,0.000444483,0.002225973,0.0222181,0.000009194223,0.05308006,0.1137901,0.00144453,0.00411772],"study_design_scores_gemma":[0.006114746,0.0005017483,0.6344654,0.001026277,0.002165973,0.007863717,0.0007408107,0.00006106891,0.3381759,0.003141989,0.004630494,0.0011119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591032,0.0006895313,0.007242293,0.001092716,0.0001243582,0.001802769,0.0002977796,0.0008560652,0.02879127],"genre_scores_gemma":[0.9746643,0.01064816,0.01156804,0.001894478,0.00005080226,0.0003588121,0.000255239,0.00007365358,0.0004864707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2850958,"threshold_uncertainty_score":0.9999024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759078475219584,"score_gpt":0.2705356068261274,"score_spread":0.2529448220739315,"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."}}