{"id":"W2001789614","doi":"10.1159/000315223","title":"Epidemiology of Hepatocellular Carcinoma","year":2010,"lang":"en","type":"article","venue":"Oncology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Epidemiology; Hepatocellular carcinoma; Incidence (geometry); Medicine; Cohort; Viral hepatitis; Hepatitis B; Demography; Virology; Internal medicine","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":[0.0001758754,0.00007009042,0.0003804603,0.00004588829,0.00001714127,1.780104e-7,0.00004472342,0.0001364512,0.0006993664],"category_scores_gemma":[0.0001709796,0.00005303806,0.0001047717,0.00004420802,0.000125093,0.0000111579,0.00002553281,0.000127804,0.00008800002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003311368,"about_ca_system_score_gemma":0.000166819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545066,"about_ca_topic_score_gemma":0.00002192468,"domain_scores_codex":[0.9993834,0.00006003292,0.0002040419,0.0001518577,0.00004298974,0.0001576048],"domain_scores_gemma":[0.9992008,0.0002898766,0.00008024975,0.0002346832,0.00005808601,0.0001362917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006188573,0.0008670527,0.9848704,0.00002321019,0.00006036206,0.0001577627,0.00004456364,9.923722e-8,0.002694612,0.006985062,0.001005724,0.003229203],"study_design_scores_gemma":[0.001274746,0.001224982,0.9733141,0.000005516985,0.0001808077,0.0000802689,0.00002085341,0.00009819733,0.005225881,0.000613172,0.01791738,0.00004410267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871153,0.0005276321,0.00000888113,0.001861928,0.0002926827,0.0001984486,0.000007445081,0.00001459853,0.009973097],"genre_scores_gemma":[0.9973834,0.00003226577,0.001447879,0.0007434505,0.0001212914,0.00004022086,0.0000269035,0.000007399997,0.0001971553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01691166,"threshold_uncertainty_score":0.7657571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399127467337352,"score_gpt":0.3395211428803974,"score_spread":0.2955298682070239,"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."}}