{"id":"W2612400171","doi":"10.6004/jnccn.2017.0059","title":"NCCN Guidelines Insights: Hepatobiliary Cancers, Version 1.2017","year":2017,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":351,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences; Kyowa Hakko Kirin; Advanced Accelerator Applications; Jazz Pharmaceuticals; Cook Medical; Boston Scientific Corporation; National Cancer Institute; Sirtex Medical; Genomic Health; Clovis Oncology; Varian Medical Systems; Novartis Pharmaceuticals Corporation; AstraZeneca; Celgene; Gilead Sciences; Astellas Pharma; Novocure; Celldex Therapeutics; Amgen","keywords":"Medicine; Hepatocellular carcinoma; Gallbladder; Gallbladder cancer; General surgery; Internal medicine; Intensive care medicine; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000180207,0.0001740904,0.0003781161,0.0000678592,0.000670813,0.0000607547,0.0004267132,0.00009527266,0.00011401],"category_scores_gemma":[0.0002704613,0.0001069896,0.0003935789,0.0001090977,0.0001385228,0.000218085,0.0001347866,0.0003204332,0.00001236422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005811419,"about_ca_system_score_gemma":0.000795605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009766799,"about_ca_topic_score_gemma":0.00002892571,"domain_scores_codex":[0.9982728,0.00007662415,0.000470794,0.0001552684,0.0008309025,0.0001936348],"domain_scores_gemma":[0.9953288,0.0001230831,0.0009077993,0.0002873469,0.003217743,0.0001351741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006465091,0.00005026821,0.4780093,0.00004104274,0.0006307297,0.00008516356,0.00008860543,0.002044637,0.0009398655,0.0001363997,0.5149824,0.00234505],"study_design_scores_gemma":[0.003648067,0.0002960675,0.3447529,0.001456321,0.0005955717,0.000286434,0.00006039512,0.005964196,0.001703483,0.002002274,0.6389902,0.0002440677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289247,0.04019465,0.00002771854,0.02192206,0.004770006,0.0004790621,0.00002973288,0.00001675222,0.003635303],"genre_scores_gemma":[0.9875929,0.002885647,0.0007528157,0.003562012,0.004525266,0.000009954184,0.000005158742,0.00001907371,0.00064718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1332564,"threshold_uncertainty_score":0.5159419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2100486263245275,"score_gpt":0.3705305788115665,"score_spread":0.160481952487039,"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."}}