{"id":"W4394646484","doi":"10.1097/hep.0000000000000872","title":"Incidence of liver cancer in young adults according to the Global Burden of Disease database 2019","year":2024,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Incidence (geometry); Epidemiology; Medicine; Cancer; Cancer incidence; Disease; Burden of disease; Young adult; Liver cancer; Disease burden; Epidemiology of cancer; Demography; Gerontology; Internal medicine; Breast cancer","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":[0.0001326448,0.0001043172,0.0002628807,0.00008958235,0.00001532486,0.00000448365,0.0001132001,0.00004958728,0.0001377766],"category_scores_gemma":[0.00008825862,0.00007205738,0.00007756102,0.0003896288,0.00005937862,0.00005656798,0.0001039735,0.00008780072,0.00004196337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009569553,"about_ca_system_score_gemma":0.0002465316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953854,"about_ca_topic_score_gemma":0.003777159,"domain_scores_codex":[0.9991243,0.00006546718,0.0002379438,0.0002372122,0.0001486141,0.0001864776],"domain_scores_gemma":[0.9994414,0.00008386871,0.00003770948,0.0002750971,0.00005696151,0.0001049843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004648879,0.00004049124,0.9901447,0.0003255315,0.00004985518,0.0005839262,0.000554379,0.000002913336,0.0002567239,0.0004055339,0.0005058586,0.006665187],"study_design_scores_gemma":[0.00201247,0.0005788325,0.8540431,0.003623961,0.0009652317,0.0001810409,0.000649659,0.1292777,0.00441104,0.000164647,0.003727766,0.0003645567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837382,0.01302142,0.00005855961,0.002053642,0.0002246727,0.0004374278,0.000264537,0.00001827717,0.0001832002],"genre_scores_gemma":[0.998794,0.0007723632,0.0001051847,0.00008466346,0.00007649676,0.00006487651,0.00003542591,0.000009066553,0.00005792435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1361016,"threshold_uncertainty_score":0.9869905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378196258721058,"score_gpt":0.2988253960139646,"score_spread":0.265043433426754,"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."}}