{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01188384,0.001292798,0.001868692,0.006957154,0.001296638,0.004316757,0.003496238,0.005297614,0.03384338],"category_scores_gemma":[0.0952253,0.001443228,0.002143656,0.006126293,0.001669051,0.003068783,0.002934546,0.007381852,0.03061795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004404176,"about_ca_system_score_gemma":0.02105975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03344128,"about_ca_topic_score_gemma":0.05921075,"domain_scores_codex":[0.9884676,0.003628637,0.003144081,0.0002947941,0.003837915,0.0006270131],"domain_scores_gemma":[0.949535,0.01319169,0.006034952,0.00170983,0.02744539,0.002083191],"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":[0.000048384,0.00002880004,0.0003622001,0.0008186389,0.00001983372,0.00008215676,0.00005559889,0.0002203988,0.00008364191,0.001143933,0.9502309,0.04690555],"study_design_scores_gemma":[0.0001911579,0.00004095987,0.00238505,0.005827087,0.0000671514,0.0005280621,0.0001001432,0.0003232256,0.0002437988,0.00312695,0.9871089,0.00005741808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003249284,0.184775,0.0284453,0.3380295,0.04833896,0.01086077,0.08631044,0.005864095,0.2941266],"genre_scores_gemma":[0.02277557,0.2400875,0.1159994,0.1470977,0.02284122,0.01938893,0.2261574,0.005286172,0.2003662],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03384338,"threshold_uncertainty_score":0.1132174,"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."}}