{"id":"W2157241878","doi":"10.1111/j.1872-034x.2007.00180.x","title":"Screening for hepatocellular carcinoma","year":2007,"lang":"en","type":"article","venue":"Hepatology Research","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Cirrhosis; Internal medicine; Population; Screening test; Disease; Liver disease; Carcinoma; Gastroenterology; Environmental health; Pediatrics","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":[0.02610855,0.0003070125,0.0009518467,0.003334672,0.000607907,0.001108922,0.0007463966,0.0007044184,0.001955451],"category_scores_gemma":[0.06068902,0.0003181606,0.0006511583,0.002049505,0.0007437195,0.0006882741,0.0009467423,0.0006648952,0.0006129848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008136732,"about_ca_system_score_gemma":0.00115666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002516557,"about_ca_topic_score_gemma":0.003230039,"domain_scores_codex":[0.9695747,0.02186731,0.002541367,0.001084325,0.004472823,0.0004594525],"domain_scores_gemma":[0.9775341,0.01310799,0.003271674,0.002403983,0.003125682,0.0005564585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004820892,0.000151235,0.2455397,0.002676131,0.0005706783,0.0003092994,0.001081574,0.0002987921,0.001312532,0.007658062,0.01831917,0.7216008],"study_design_scores_gemma":[0.0003951043,0.00279762,0.5963251,0.01373041,0.001640111,0.01357953,0.002697669,0.002500489,0.006168404,0.01793128,0.3419553,0.0002789907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2038549,0.430316,0.1565902,0.09375262,0.01076817,0.006291809,0.003709287,0.0005055487,0.09421148],"genre_scores_gemma":[0.6051345,0.1951331,0.1314643,0.0360188,0.006940104,0.005034203,0.002827152,0.0001433753,0.01730445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02610855,"threshold_uncertainty_score":0.1380768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.196359290535334,"score_gpt":0.4377665883241,"score_spread":0.241407297788766,"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."}}