{"id":"W4289925163","doi":"10.4103/sjg.sjg_307_22","title":"Fluctuating hepatitis B viremia","year":2022,"lang":"en","type":"letter","venue":"Saudi Journal of Gastroenterology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Viremia; Medicine; Hepatitis B; Fibrosis; Immunology; Immune system; Viral load; Chronic hepatitis; Hepatitis; Internal medicine; Antibody; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005816239,0.0004207993,0.001687758,0.0006045226,0.0001673271,0.00001787092,0.0003808028,0.0003780573,0.002869905],"category_scores_gemma":[0.000487782,0.000380877,0.0006029857,0.0001313296,0.0002226165,0.00008537238,0.0002972307,0.005107928,0.00003820962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005480278,"about_ca_system_score_gemma":0.0002304875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001904236,"about_ca_topic_score_gemma":0.0002148972,"domain_scores_codex":[0.9961872,0.0004773853,0.001324835,0.0003274361,0.0009108676,0.0007722411],"domain_scores_gemma":[0.9973194,0.0001897617,0.001557362,0.0003783811,0.0004208832,0.0001341848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005615731,0.00003897821,0.2456038,0.0001752872,0.0007535051,0.009991555,0.0001361864,0.000003259485,0.0001219255,7.589447e-7,0.7420378,0.000575274],"study_design_scores_gemma":[0.00220979,0.0110227,0.03980962,0.0003964678,0.0008127906,0.01733097,0.00002554411,0.00001092786,0.00002029416,0.00008600635,0.9280958,0.0001791567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1883498,0.001228943,0.0003499339,0.8046932,0.003754701,0.0003449363,0.0001119983,0.00004268072,0.001123853],"genre_scores_gemma":[0.05009392,0.002086599,0.002888373,0.9339194,0.009594693,0.00002536566,0.000114484,0.0001485718,0.001128644],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2057942,"threshold_uncertainty_score":0.9998643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797329779587416,"score_gpt":0.2660796721518606,"score_spread":0.2481063743559864,"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."}}