{"id":"W4394850223","doi":"10.1177/17588359241247008","title":"Real-world experience supporting the role of oncologic resection and adjuvant chemotherapy in biliary tract cancers","year":2024,"lang":"en","type":"article","venue":"Therapeutic Advances in Medical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hazard ratio; Gallbladder cancer; Internal medicine; Cohort; Capecitabine; Cancer; Confidence interval; Population; Surgery; Intrahepatic Cholangiocarcinoma; Chemotherapy; Retrospective cohort study; Oncology; Gastroenterology; Colorectal cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004580049,0.00009566865,0.0001857454,0.0004121395,0.0002986114,0.0007078524,0.0003092678,0.0002489616,0.0005803439],"category_scores_gemma":[0.01805834,0.0001332117,0.000231135,0.0008580846,0.0006076866,0.0003742164,0.0005941845,0.0004124142,0.00008269076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943522,"about_ca_system_score_gemma":0.001387148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094325,"about_ca_topic_score_gemma":0.01804617,"domain_scores_codex":[0.997295,0.001655741,0.0002931335,0.0001473619,0.0004261402,0.0001826228],"domain_scores_gemma":[0.9847785,0.006842163,0.004986194,0.0005905368,0.001799629,0.001002909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006173326,0.00008405168,0.9627536,0.0002480989,0.00008483807,0.0006485952,0.0009653944,0.0004322067,0.0003262242,0.0001215693,0.0008258331,0.03289206],"study_design_scores_gemma":[0.00006420867,0.0007815632,0.9843909,0.0002554053,0.0001080775,0.003821537,0.001846272,0.0008821939,0.0004889825,0.00009292041,0.007248346,0.00001958123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912488,0.006437546,0.000240894,0.0006772188,0.00001349282,0.00002178602,0.0001609465,0.000004238212,0.001195062],"genre_scores_gemma":[0.9972987,0.002189866,0.0001907925,0.00009945242,0.00001796616,0.000009676842,0.0001506236,0.00000206037,0.00004087518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094325,"threshold_uncertainty_score":0.0242219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328493801767777,"score_gpt":0.3965308868266167,"score_spread":0.3732459488089389,"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."}}