{"id":"W3023097317","doi":"10.1111/trf.15824","title":"Comprehensive analysis of hepatitis B virus infections in blood donors in southern China that are surface antigen positive but nucleic acid testing negative","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Chinese Academy of Medical Sciences Initiative for Innovative Medicine","keywords":"Virology; Nucleic acid; Antigen; Immunology; Medicine; Hepatitis C virus; Virus; Biology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.00009173832,0.000235258,0.000852684,0.0003483286,0.0001128914,0.000009395628,0.00007426966,0.0001052935,0.00009569934],"category_scores_gemma":[0.0001972726,0.0002287697,0.0001721036,0.002420779,0.0001258915,0.0001002944,0.00004450287,0.0003438176,0.00001428974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007652517,"about_ca_system_score_gemma":0.00005143904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2499817,"about_ca_topic_score_gemma":0.2359115,"domain_scores_codex":[0.998443,0.0001790913,0.0004360189,0.0003970728,0.0002775193,0.0002673068],"domain_scores_gemma":[0.9991596,0.0002572751,0.0001490687,0.0001620501,0.0001653257,0.0001066849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000108292,0.0002497816,0.7982605,0.00006874958,0.0004817988,0.0001012726,0.02846343,0.0009829242,0.1708912,0.000001633608,0.000001887037,0.000388575],"study_design_scores_gemma":[0.001571012,0.0003973612,0.9548188,0.0003332483,0.000728787,0.000004348745,0.002107665,0.003288179,0.0365563,0.00001163898,0.000002267247,0.0001803198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997365,0.000264737,0.00030168,0.0005822296,0.0000282541,0.0006335294,0.0003978402,0.00006440062,0.0003623383],"genre_scores_gemma":[0.996737,0.002456119,0.0005188096,0.0001873829,0.0000201269,0.00001175697,0.00003255057,0.00002833834,0.000007906467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1565584,"threshold_uncertainty_score":0.9328958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295640616815016,"score_gpt":0.2616839005095826,"score_spread":0.2287274943414325,"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."}}