{"id":"W4211183069","doi":"10.1038/nrdp.2016.18","title":"Hepatocellular carcinoma","year":2016,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2655,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Sorafenib; Oncology; Cancer; Internal medicine; Liver cancer; Ramucirumab; Liver transplantation; Hepatitis B virus; Disease; Transplantation; Immunology; Virus","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":[0.0002690079,0.0005101373,0.0009085914,0.001596378,0.0002041584,0.0008489353,0.0003501077,0.0005673638,0.008615714],"category_scores_gemma":[0.0008327228,0.000185663,0.0003563812,0.001363007,0.0002527555,0.0007781335,0.0006140969,0.0009308201,0.005022763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633843,"about_ca_system_score_gemma":0.0007069713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140178,"about_ca_topic_score_gemma":0.00232824,"domain_scores_codex":[0.9998416,0.00002631458,0.00002705617,0.00002652881,0.00005804318,0.00002043936],"domain_scores_gemma":[0.9997863,0.00006543315,0.0000485887,0.00001424401,0.00006179691,0.00002354311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004496215,0.00001600309,0.0002785276,0.007428076,0.00005980806,0.0002340537,0.00002204776,0.00008034411,0.0006511005,0.001013763,0.07174063,0.9184307],"study_design_scores_gemma":[0.00002685948,0.00004164412,0.001172532,0.004480667,0.000179128,0.00292553,0.00003812189,0.00005743419,0.0004103404,0.0007778357,0.989875,0.00001490764],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001762684,0.9925206,0.0002799429,0.0005279182,0.001008622,0.00001349853,0.00006709123,0.0000249121,0.00538128],"genre_scores_gemma":[0.002760326,0.9901181,0.0003136354,0.0009420209,0.0009896279,0.00001474002,0.0002365964,0.000004517999,0.004620507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008615714,"threshold_uncertainty_score":0.02882242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08938072593381767,"score_gpt":0.3396463814310051,"score_spread":0.2502656554971874,"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."}}