{"id":"W4388521833","doi":"10.1200/go.23.00159","title":"Africa Guidelines for Hepatocellular Carcinoma Buildup Process","year":2023,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital","funders":"National Cancer Institute; BeiGene; Memorial Sloan-Kettering Cancer Center; AstraZeneca","keywords":"Hepatocellular carcinoma; Medicine; Regorafenib; Sorafenib; Liver cancer; Hepatitis B; Internal medicine; Hepatitis C; Vaccination; Cancer; Oncology; Colorectal cancer; Immunology","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":[0.008386808,0.0006636205,0.000341586,0.003347139,0.0009777681,0.001741253,0.001243941,0.001527321,0.04036773],"category_scores_gemma":[0.01965628,0.000425085,0.001075248,0.002316831,0.000552653,0.001845927,0.003121372,0.002711556,0.02028419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238786,"about_ca_system_score_gemma":0.01035967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110082,"about_ca_topic_score_gemma":0.01079447,"domain_scores_codex":[0.9962607,0.00160894,0.0006318058,0.0001679287,0.0008408253,0.0004896994],"domain_scores_gemma":[0.9881297,0.002457045,0.001955004,0.0007400738,0.005136807,0.001581316],"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":[0.0001059459,0.0000706059,0.004118155,0.001562057,0.00001754174,0.0005910866,0.0007301083,0.00025055,0.0008480408,0.008765232,0.6960056,0.2869351],"study_design_scores_gemma":[0.00003027874,0.00002372966,0.003877209,0.001590927,0.00001098461,0.0004063021,0.00016815,0.00008894122,0.0003837623,0.001275069,0.9921318,0.00001289715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01373381,0.05821979,0.05324861,0.2351919,0.01340025,0.01320081,0.05446896,0.008501151,0.5500347],"genre_scores_gemma":[0.1235934,0.08345069,0.2660562,0.05328139,0.005887965,0.02000492,0.08492123,0.004267468,0.3585367],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04036773,"threshold_uncertainty_score":0.1350435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554020312521225,"score_gpt":0.4279982801411841,"score_spread":0.2725962488890615,"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."}}