{"id":"W3165391777","doi":"10.3390/v13060951","title":"Novel Biomarkers of Hepatitis B Virus and Their Use in Chronic Hepatitis B Patient Management","year":2021,"lang":"en","type":"review","venue":"Viruses","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"HBsAg; Medicine; Hepatitis B virus; Hepatitis B; Natural history; Disease; Immunology; Virology; Liver disease; Biomarker; Antigen; Viral hepatitis; Virus; Internal medicine; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001919429,0.0007161446,0.003045662,0.000692697,0.00007028566,0.00004523088,0.0001590339,0.0002879678,0.0001420704],"category_scores_gemma":[0.0001852385,0.000571723,0.0004219824,0.0007814079,0.0002612255,0.0001639782,0.0005205248,0.0003310781,0.00002789646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007710587,"about_ca_system_score_gemma":0.0003799212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06161647,"about_ca_topic_score_gemma":0.06637503,"domain_scores_codex":[0.9968626,0.0001861817,0.001300612,0.0007769773,0.0003787024,0.0004948506],"domain_scores_gemma":[0.9980905,0.0004026491,0.0004918704,0.0007491352,0.0001163868,0.0001494475],"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":[0.00001515621,0.0002996285,0.01569436,0.02298704,0.00199619,0.0003377991,0.0002436962,4.226561e-7,0.00006662736,0.0001440925,0.001208109,0.9570069],"study_design_scores_gemma":[0.000628602,0.0003284276,0.00691693,0.04731876,0.0009288592,0.00007821823,0.00002461434,0.000008284978,0.0001668646,0.00000425897,0.9430898,0.0005063348],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005416163,0.9909844,0.00003751032,0.00001131116,0.0002778863,0.001723566,0.001136006,0.00005333938,0.000359801],"genre_scores_gemma":[0.0007394211,0.9972781,0.0009481022,0.0002240759,0.00007600703,0.0003820838,0.0001548146,0.0001185805,0.00007882482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9565005,"threshold_uncertainty_score":0.9996734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07896752189198954,"score_gpt":0.3258333551734917,"score_spread":0.2468658332815022,"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."}}