{"id":"W3169614693","doi":"10.1111/trf.16543","title":"Hepatitis B infections among blood donors in <scp>England</scp> between 2009 and 2018: Is an occult hepatitis B infection a risk for blood safety?","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Genotyping; HBsAg; Hepatitis B virus; Residual risk; Epidemiology; Transmission (telecommunications); Hepatitis B; Blood transfusion; Occult; Outbreak; Virology; Immunology; Internal medicine; Genotype; Virus; Biology; Pathology; Gene","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":[0.0004122997,0.0003478081,0.0006882126,0.000319871,0.0005046649,0.00005265912,0.00005386615,0.000319192,0.00008098794],"category_scores_gemma":[0.0006158868,0.0003547244,0.0001839809,0.0006460729,0.0001276728,0.000369788,0.00004174659,0.0004615712,0.00001214023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008170211,"about_ca_system_score_gemma":0.0001191891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1414779,"about_ca_topic_score_gemma":0.5416735,"domain_scores_codex":[0.9976636,0.0002177833,0.0006300057,0.0006875393,0.0003014937,0.0004996082],"domain_scores_gemma":[0.9984772,0.0004914945,0.0001255555,0.0003649848,0.000267117,0.0002736347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002336137,0.0005910778,0.9840554,0.0001624302,0.0002752153,0.00005507776,0.004192328,0.000008370506,0.001056011,0.00001805159,0.0003011881,0.00926147],"study_design_scores_gemma":[0.006587751,0.001469548,0.9770327,0.0003123331,0.001297986,0.00006454386,0.00006760161,0.0001937105,0.007512526,0.0002153175,0.005067556,0.0001783797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943563,0.0006124186,0.001864309,0.0002522224,0.0002531789,0.001206776,0.0006415973,0.0001799903,0.0006331445],"genre_scores_gemma":[0.9124101,0.08551755,0.0007274692,0.0001426605,0.0003620625,0.000192116,0.0002954495,0.00005807349,0.0002944738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4001956,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533377798335173,"score_gpt":0.2574690590076999,"score_spread":0.2421352810243482,"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."}}