{"id":"W2115259020","doi":"10.1016/j.bpg.2014.08.008","title":"Surveillance for hepatocellular carcinoma","year":2014,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver cancer; Cancer; Population; Disease; Liver disease; Stage (stratigraphy); Intensive care medicine; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009894298,0.0008386265,0.001843847,0.003484891,0.0001989428,0.000803593,0.0006357693,0.0007656151,0.003305448],"category_scores_gemma":[0.00317023,0.0003408767,0.001031509,0.002313377,0.0003616159,0.001160793,0.0007721573,0.001087619,0.0009424664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005953793,"about_ca_system_score_gemma":0.001375326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045897,"about_ca_topic_score_gemma":0.004971472,"domain_scores_codex":[0.9995498,0.0001177186,0.000114623,0.00008201694,0.0001058968,0.00002982156],"domain_scores_gemma":[0.9988155,0.0006343573,0.0002997671,0.00002777565,0.0001757901,0.0000467793],"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":[0.00008496556,0.00002198187,0.0008008885,0.02661976,0.0002655213,0.00008975511,0.000026954,0.000114732,0.0002494104,0.0003642978,0.0130616,0.9583002],"study_design_scores_gemma":[0.0002935306,0.0005573277,0.01631897,0.1174255,0.00615183,0.005573424,0.0002637281,0.0004403711,0.001069426,0.002902915,0.8488923,0.0001106279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008609487,0.9990888,0.00006054048,0.0001747187,0.0001005615,0.000004846087,0.00002299756,0.000003576321,0.0004578842],"genre_scores_gemma":[0.001655655,0.9972031,0.0001961521,0.0004307561,0.0002149561,0.000009920906,0.00006764261,0.000001121492,0.000220738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003484891,"threshold_uncertainty_score":0.01105779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2831066420324794,"score_gpt":0.5456052710031233,"score_spread":0.2624986289706439,"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."}}