{"id":"W3173442687","doi":"10.14740/gr1405","title":"A Focused Review on Recent Advances in the Diagnosis and Treatment of Viral Hepatitis","year":2021,"lang":"en","type":"review","venue":"Gastroenterology Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Viral hepatitis; Hepatitis; Hepatitis B; Virology; Hepatitis B virus; Virus; Hepatitis C; Hepatitis C virus; Hepatitis A; Immunology; Malaria; Hepatitis D virus; HBsAg","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002245698,0.0003825668,0.002882517,0.0006997393,0.00008215861,0.00002215942,0.0003735876,0.0002304557,0.0003536228],"category_scores_gemma":[0.001167451,0.0002266224,0.0003659904,0.0008245832,0.0005436998,0.00005271517,0.0001819088,0.001129695,0.00004577621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004701117,"about_ca_system_score_gemma":0.0004789514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732609,"about_ca_topic_score_gemma":0.001126152,"domain_scores_codex":[0.9909775,0.005351251,0.0008973872,0.0007345557,0.001106054,0.0009332352],"domain_scores_gemma":[0.9968724,0.001493014,0.0001664147,0.0009686555,0.0003118926,0.0001875825],"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":[0.0001061841,0.0007600112,0.03468585,0.01770694,0.0001478771,0.0007142405,0.00006361029,2.107304e-8,6.624981e-8,0.00002237843,0.001923199,0.9438697],"study_design_scores_gemma":[0.0009282751,0.006154515,0.001216312,0.05069735,0.0002260382,0.0001339146,0.00001188819,8.50416e-7,8.815353e-7,0.000007113878,0.9405507,0.00007213523],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009512285,0.9916495,7.923626e-7,0.002608912,0.0000522988,0.003990391,0.0001083796,0.000008174234,0.0006303329],"genre_scores_gemma":[0.00005723707,0.9948237,0.0000613274,0.0003487275,0.0001066322,0.004306064,0.0001739342,0.0000455478,0.00007685538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9437975,"threshold_uncertainty_score":0.9241394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2072994573455971,"score_gpt":0.4862145602797253,"score_spread":0.2789151029341282,"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."}}