{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000348721,0.0002020404,0.0006028938,0.000081848,0.0001358388,0.000008396496,0.0001520785,0.0002176014,0.00004967124],"category_scores_gemma":[0.001718004,0.0001729478,0.0001521404,0.0006309279,0.0001183237,0.00004271821,0.0001136829,0.0001007243,0.0004333136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004163307,"about_ca_system_score_gemma":0.0005310213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003766992,"about_ca_topic_score_gemma":0.0004044551,"domain_scores_codex":[0.998231,0.00003946806,0.0004764241,0.0003966812,0.0002567239,0.0005997222],"domain_scores_gemma":[0.9984155,0.0001287675,0.0001087936,0.0002613379,0.0009087515,0.0001768395],"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":[0.0002911686,0.0001520142,0.4799092,0.0002365267,0.0001313594,0.0005070489,0.0003593278,0.000009876301,0.0004949771,0.001390501,0.5053764,0.01114161],"study_design_scores_gemma":[0.00226578,0.001561865,0.06524771,0.00004545948,0.0002052792,0.0001093747,0.0002897985,0.004375202,0.0004083671,0.003054956,0.9222054,0.0002307584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341483,0.001447598,0.0004328374,0.03149251,0.001125845,0.001590968,0.00020811,0.0005539663,0.02899989],"genre_scores_gemma":[0.9910599,0.0001434396,0.003065643,0.002391695,0.0007505231,0.0004794839,0.00006174531,0.00002828073,0.002019271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.416829,"threshold_uncertainty_score":0.7052605,"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."}}