{"id":"W3177602577","doi":"10.3390/v13071318","title":"Screening for Hepatocellular Carcinoma in Patients with Hepatitis B","year":2021,"lang":"en","type":"review","venue":"Viruses","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; London Health Sciences Centre; Western University","funders":"National Cancer Institute","keywords":"Hepatocellular carcinoma; Medicine; Internal medicine; Risk stratification; Hepatitis B; Chronic hepatitis; Carcinoma; Risk factor; Oncology; Hepatitis B virus; Gastroenterology; Immunology; Virus","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":[0.001072186,0.0005669108,0.001728578,0.002518676,0.0001813761,0.0008215753,0.0005641201,0.0007977753,0.003848117],"category_scores_gemma":[0.003974965,0.0002140512,0.001230513,0.002594611,0.0002606569,0.0007214703,0.0004554138,0.0007209586,0.0004981357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004194025,"about_ca_system_score_gemma":0.001256053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171754,"about_ca_topic_score_gemma":0.003861289,"domain_scores_codex":[0.9994422,0.0002129206,0.0001457025,0.00005560128,0.0001209009,0.00002262526],"domain_scores_gemma":[0.9982322,0.001292923,0.0002771989,0.00002361833,0.0001449942,0.0000291544],"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":[0.0001513651,0.00004016391,0.001274496,0.2376139,0.0009381527,0.0001435494,0.0001232156,0.00009966873,0.0003226087,0.0007382436,0.0110459,0.7475089],"study_design_scores_gemma":[0.0001728587,0.0003456282,0.01652327,0.4975792,0.008632795,0.003749311,0.0004071373,0.0001531161,0.0004980327,0.001745974,0.470131,0.00006163325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009926357,0.9995162,0.00001662792,0.00009690247,0.00004375316,0.000004234758,0.00001706474,9.946124e-7,0.0002047716],"genre_scores_gemma":[0.001021342,0.9987263,0.00004647476,0.00009647378,0.00003355756,0.00000704472,0.00001977856,3.254747e-7,0.00004868832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003848117,"threshold_uncertainty_score":0.01287317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09577444685679126,"score_gpt":0.3333837499012629,"score_spread":0.2376093030444716,"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."}}