{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007455418,0.0001315364,0.0003770404,0.0003979812,0.0001709055,0.0004409418,0.0001093363,0.0002123463,0.0009662336],"category_scores_gemma":[0.002236943,0.0001111092,0.0003158495,0.00054948,0.0003117039,0.0002798388,0.0003521783,0.0003251474,0.0001116331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301125,"about_ca_system_score_gemma":0.0003182379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002451298,"about_ca_topic_score_gemma":0.0004526433,"domain_scores_codex":[0.9994868,0.0001755754,0.00008391723,0.00006691064,0.0001123892,0.00007440442],"domain_scores_gemma":[0.9968726,0.000894256,0.001738247,0.0001264499,0.000110027,0.0002584709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001953973,0.0001086527,0.9823445,0.0001644949,0.0001245791,0.000877397,0.00004101594,0.0001122634,0.001129623,0.00004203328,0.00009215659,0.01300935],"study_design_scores_gemma":[0.0001510014,0.002183978,0.988518,0.00004732974,0.0001274611,0.006929503,0.0001011809,0.0002594689,0.0007203753,0.00008405907,0.0008704247,0.000007261312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967992,0.002404275,0.0001822466,0.0000440473,0.000006381957,0.00001355254,0.00004916888,0.000002795541,0.0004982573],"genre_scores_gemma":[0.9992462,0.0004384649,0.0001259285,0.00002505074,0.00002701985,0.000009696803,0.00006974771,0.000001207949,0.00005663331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009662336,"threshold_uncertainty_score":0.003942788,"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."}}