{"id":"W4294838953","doi":"10.1016/s0140-6736(22)01200-4","title":"Hepatocellular carcinoma","year":2022,"lang":"en","type":"review","venue":"The Lancet","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2292,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Sorafenib; Liver transplantation; Percutaneous ethanol injection; Liver function; Viral hepatitis; Alcoholic hepatitis; Carcinoma; Internal medicine; Intensive care medicine; Oncology; Radiofrequency ablation; Transplantation; Alcoholic liver disease; Cirrhosis; Ablation","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":[0.0005315327,0.0008112987,0.001829396,0.002364764,0.0002465404,0.001200616,0.000483167,0.001072484,0.01482828],"category_scores_gemma":[0.001315368,0.0002716242,0.000679072,0.002660452,0.0003379744,0.0009088152,0.0007677053,0.001535194,0.00554519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009345494,"about_ca_system_score_gemma":0.001616176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003453084,"about_ca_topic_score_gemma":0.007056107,"domain_scores_codex":[0.9997362,0.00005816446,0.00004388462,0.00003655768,0.00009337549,0.00003183504],"domain_scores_gemma":[0.9996167,0.0001250065,0.0001045828,0.00001471058,0.00009871569,0.0000401912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001436765,0.00002678048,0.0001713608,0.03181408,0.0001852902,0.0001209729,0.00003070239,0.0001163348,0.0004200514,0.001429143,0.1262052,0.8393365],"study_design_scores_gemma":[0.0001329329,0.0001123735,0.001336053,0.0188008,0.0005897867,0.0008976744,0.00005544163,0.00005474201,0.0001376072,0.000978078,0.9768841,0.00002040412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003943004,0.9967999,0.00003154096,0.0004224719,0.0006906366,0.000007102116,0.00004261445,0.00000692087,0.001959189],"genre_scores_gemma":[0.0006676511,0.9963545,0.00006618705,0.0007675787,0.0005597292,0.00001012148,0.00007890775,0.000001594871,0.001493828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01482828,"threshold_uncertainty_score":0.04960561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2463423705635389,"score_gpt":0.3270387073549823,"score_spread":0.08069633679144336,"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."}}