{"id":"W4391960402","doi":"10.1002/rmv.2525","title":"Biomarkers of transfusion transmitted occult hepatitis B virus infection: Where are we and what next?","year":2024,"lang":"en","type":"review","venue":"Reviews in Medical Virology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research","keywords":"Hepatitis B virus; Medicine; Immunology; Virology; Occult; Antibody; Hepatitis B; Antigen; Blood transfusion; Virus; Viremia; Pathology","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":[0.001657843,0.0007613074,0.006515675,0.0005857158,0.00005915867,0.00003959412,0.0002125184,0.001502018,0.001138855],"category_scores_gemma":[0.0007644731,0.0005139955,0.0009283427,0.001058334,0.0007542602,0.0002494178,0.0001264772,0.001686806,0.0001727845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735193,"about_ca_system_score_gemma":0.0003448848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093504,"about_ca_topic_score_gemma":0.02672877,"domain_scores_codex":[0.9941307,0.001373491,0.002463218,0.0009107571,0.0006172139,0.0005046501],"domain_scores_gemma":[0.9980757,0.0005201283,0.0004644941,0.0005085747,0.0000614879,0.0003696315],"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":[0.0000220794,0.0001215729,0.0008848502,0.1340811,0.0004102133,0.0005638351,0.0001592892,5.385427e-9,0.000002013419,0.00002046466,0.003563886,0.8601707],"study_design_scores_gemma":[0.0004735198,0.0002901237,0.0002951458,0.1963405,0.002673322,0.0005561446,0.00001152225,0.0000108331,4.240347e-7,0.00002943187,0.799045,0.0002739812],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003495392,0.9928766,0.00005974826,0.002986084,0.0009947615,0.002538396,0.00003048861,0.00006340016,0.0001009712],"genre_scores_gemma":[0.00001333489,0.9982306,0.0001002325,0.000645955,0.0002750928,0.000548175,0.00006001848,0.00008366347,0.00004293256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8598967,"threshold_uncertainty_score":0.9997942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06457746637677275,"score_gpt":0.3751481629762698,"score_spread":0.310570696599497,"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."}}