{"id":"W4400689353","doi":"10.1016/j.hpb.2024.07.407","title":"Combined portal and hepatic vein embolisation in perihilar cholangiocarcinoma","year":2024,"lang":"en","type":"article","venue":"HPB","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; McMaster University; Vancouver General Hospital; Sunnybrook Health Science Centre; McGill University Health Centre; University of Ottawa; McGill University; University of Toronto; Hamilton Health Sciences; Ottawa Hospital; University Health Network; Foothills Medical Centre; Montreal General Hospital","funders":"Universitätsklinikum Köln; Cliniques Universitaires Saint-Luc; Universität Innsbruck; Universität Ulm; Oxford University Hospitals NHS Foundation Trust; Universitair Medisch Centrum Groningen; Leids Universitair Medisch Centrum; KWF Kankerbestrijding; Medizinische Universität Innsbruck; Maastricht Universitair Medisch Centrum; Université de Lausanne; Karolinska Institutet; Universitair Ziekenhuis Gent; McMaster University; Fudan University; University of Oxford; Erasmus Medisch Centrum; University of Texas MD Anderson Cancer Center; Linköpings Universitet; Technische Universität Dresden; Universiteit van Amsterdam; Universiteit Gent; Auckland District Health Board; Universität zu Köln; Centre Hospitalier Universitaire Vaudois; University of Ottawa; Cancer Center Amsterdam; London Health Sciences Centre; McGill University; McGill University Health Centre; Université Catholique de Louvain; Universiteit Maastricht; University Hospital Southampton NHS Foundation Trust; Hamilton Health Sciences; Amsterdam University Medical Centers; Medizinischen Hochschule Hannover; Yale University; Cleveland Clinic; Rush University","keywords":"Medicine; Portal vein; Radiology; Portal vein embolization; Klatskin tumor; Surgery; Hepatectomy; Resection","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009780428,0.0001091122,0.0002025043,0.0001412423,0.0000325636,0.00003794817,0.00002616791,0.00004631183,0.00009558047],"category_scores_gemma":[0.00002717138,0.0000950727,0.00005156247,0.0001774272,0.00004559038,0.00008691233,0.00002936915,0.0001343049,0.00003124782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004395609,"about_ca_system_score_gemma":0.00004940462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398747,"about_ca_topic_score_gemma":0.00006173256,"domain_scores_codex":[0.9993082,0.00001575327,0.000155925,0.0002250316,0.0001326928,0.0001623624],"domain_scores_gemma":[0.9997488,0.00003071951,0.00001292992,0.0001244348,0.00001977113,0.00006329705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008571827,0.00006790098,0.9688464,0.0003534088,0.00008714654,0.0008811159,0.004439764,5.3056e-7,0.001314936,0.0008109211,0.005188187,0.01792396],"study_design_scores_gemma":[0.0008445772,0.0001759391,0.9932266,0.0001711702,0.00006689561,0.00009152834,0.0003218399,0.00209009,0.0001222701,0.00007382669,0.002710839,0.0001044387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842845,0.009331033,0.00002422907,0.000967474,0.0002215636,0.0002096103,0.000005368381,0.00007871534,0.004877571],"genre_scores_gemma":[0.9984958,0.0001510769,0.0001252902,0.0003730487,0.0001600214,0.00002987338,0.00003048963,0.00001814032,0.0006162621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02438017,"threshold_uncertainty_score":0.3876953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552178498118379,"score_gpt":0.2642777897242992,"score_spread":0.2487560047431154,"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."}}