{"id":"W3032388208","doi":"10.3747/co.27.5891","title":"Nonsurgical Management of Advanced Hepatocellular Carcinoma: A Clinical Practice Guideline","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network; Ottawa Hospital; Princess Margaret Cancer Centre; McMaster University; Mount Sinai Hospital; Sunnybrook Health Science Centre; Juravinski Cancer Centre","funders":"Cancer Care Ontario","keywords":"Medicine; Sorafenib; Regorafenib; Hepatocellular carcinoma; Cabozantinib; Guideline; Lenvatinib; Systemic therapy; MEDLINE; Systematic review; Stage (stratigraphy); Liver transplantation; Cochrane Library; Psychological intervention; Internal medicine; Oncology; Intensive care medicine; Transplantation; Meta-analysis; Cancer; Colorectal cancer; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.05875037,0.002516692,0.006052466,0.01315225,0.002723128,0.005572368,0.009583384,0.01294697,0.004550499],"category_scores_gemma":[0.136097,0.00240104,0.008743644,0.01001815,0.002783916,0.007727143,0.005444042,0.009387224,0.003691823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008894756,"about_ca_system_score_gemma":0.05128187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01733815,"about_ca_topic_score_gemma":0.03054547,"domain_scores_codex":[0.941635,0.01917934,0.02687594,0.002477735,0.008719399,0.001112556],"domain_scores_gemma":[0.8403408,0.04789562,0.02361598,0.003332872,0.07921818,0.005596432],"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":[0.0002749548,0.0003294058,0.003409409,0.2420465,0.002025508,0.001124593,0.002909205,0.001925954,0.002045496,0.005695062,0.3978662,0.3403476],"study_design_scores_gemma":[0.0008163744,0.0003226282,0.005040122,0.5434771,0.004615886,0.0008886452,0.001495387,0.001697127,0.0007427753,0.01367375,0.4269704,0.0002599263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004932181,0.4460346,0.03964383,0.4259032,0.01757284,0.03350786,0.008003876,0.001221136,0.02318045],"genre_scores_gemma":[0.02899102,0.4569975,0.3657048,0.09844085,0.004996478,0.02691683,0.01017345,0.0002588886,0.007520248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05875037,"threshold_uncertainty_score":0.3107054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2635210918857723,"score_gpt":0.4406384835651888,"score_spread":0.1771173916794165,"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."}}