{"id":"W3012448546","doi":"10.1177/1553350620911291","title":"Endoscopic Versus Percutaneous Preoperative Biliary Drainage in Patients With Klatskin Tumor Undergoing Curative Surgery: A Systematic Review and Meta-Analysis of Short-Term and Long-Term Outcomes","year":2020,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Klatskin tumor; Percutaneous; Observational study; Surgery; Biliary drainage; Odds ratio; General surgery; Internal medicine","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":[0.000497149,0.0005941888,0.009196642,0.0009041757,0.00004549216,0.00004050368,0.00008885008,0.0001461386,0.0001169839],"category_scores_gemma":[0.0006862861,0.0003401861,0.0006330959,0.003425473,0.000145131,0.0001534156,0.00007461545,0.0003818132,0.000001339657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141411,"about_ca_system_score_gemma":0.0002622202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008497681,"about_ca_topic_score_gemma":0.00005068283,"domain_scores_codex":[0.996236,0.0005490625,0.001822002,0.0006670033,0.0004881787,0.000237813],"domain_scores_gemma":[0.9970065,0.00147108,0.0007263504,0.0003578922,0.0003567833,0.00008143219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001222694,0.0002972266,0.02888399,0.8672317,0.1004999,0.0005516061,0.0002537029,3.117797e-7,1.407233e-7,0.0002001915,0.000005579872,0.001953423],"study_design_scores_gemma":[0.00120664,0.0006501358,0.01311274,0.06469052,0.9194183,0.0001053559,0.00009854795,0.000006251852,3.909753e-7,0.000005349654,0.00009985243,0.0006058793],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01917344,0.9750542,0.000006852799,0.0001819519,0.00002898683,0.005336117,0.0001112905,0.00002521225,0.00008197828],"genre_scores_gemma":[0.1606139,0.8372224,0.00003838771,0.0001785999,0.00000814611,0.0003847849,0.001456404,0.00005304439,0.0000442738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8189185,"threshold_uncertainty_score":0.999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0790251265957503,"score_gpt":0.3501549820412099,"score_spread":0.2711298554454596,"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."}}