{"id":"W2921443495","doi":"10.1016/j.vgie.2018.12.017","title":"Cholangioscopy-directed radiofrequency ablation of complex biliary cholangiocarcinoma","year":2019,"lang":"en","type":"article","venue":"VideoGIE","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stent; Bile duct; Intrahepatic bile ducts; Radiofrequency ablation; Malignancy; Radiology; Intrahepatic Cholangiocarcinoma; Liver abscess; Cholestasis; Common hepatic duct; Ablation; Abscess; Surgery; Gastroenterology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001283803,0.0004701712,0.0004817661,0.000998606,0.0005406726,0.0004547626,0.0002034683,0.0007941308,0.002246969],"category_scores_gemma":[0.0009428796,0.0003111387,0.0003709239,0.0005248036,0.0003759958,0.0004701953,0.0003743958,0.000677589,0.0006475778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000645433,"about_ca_system_score_gemma":0.0002465479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002013866,"about_ca_topic_score_gemma":0.003395005,"domain_scores_codex":[0.9998247,0.00001483218,0.00001928873,0.00005133215,0.00003392631,0.00005589684],"domain_scores_gemma":[0.9997168,0.00006484944,0.00005333195,0.00002832865,0.00003105878,0.0001054332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001534749,0.00004433873,0.02383531,0.00007946862,0.0000214341,0.9521697,0.0001979069,0.000149705,0.01008262,0.0001742451,0.001332211,0.01175964],"study_design_scores_gemma":[0.00003479959,0.0001511291,0.02609491,0.0000399203,0.00002993045,0.9666767,0.00009631117,0.000642929,0.002326309,0.000125459,0.003764973,0.00001660391],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560568,0.009755665,0.006232483,0.002457038,0.0003258602,0.0001992939,0.0003216802,0.0004626423,0.02418861],"genre_scores_gemma":[0.9955153,0.001244081,0.001173615,0.0006448149,0.0001742551,0.00001205117,0.00009533095,0.00003276567,0.001107819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002246969,"threshold_uncertainty_score":0.007516861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837064190123341,"score_gpt":0.2805783238083941,"score_spread":0.2522076819071608,"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."}}