{"id":"W4415682429","doi":"10.21037/tgh-25-59","title":"Early maternal tenofovir treatment and infant vaccination: a scalable model for hepatitis B virus mother-to-child transmission control in resource-limited areas","year":2025,"lang":"en","type":"letter","venue":"Translational Gastroenterology and Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tenofovir; Hepatitis B virus; Transmission (telecommunications); Hepatitis B; Virus; Chronic hepatitis","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":[0.0001599521,0.0005174632,0.001287924,0.0006801789,0.000196171,0.00002028741,0.00009747531,0.0007830145,0.00006690926],"category_scores_gemma":[0.00002190641,0.0004680586,0.0001612402,0.00009800632,0.000150881,0.00006416891,0.00002197197,0.0006404573,0.000003210679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113622,"about_ca_system_score_gemma":0.0001111165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872813,"about_ca_topic_score_gemma":0.009586918,"domain_scores_codex":[0.9974327,0.0002160122,0.0007166451,0.0007880261,0.0001786352,0.0006679447],"domain_scores_gemma":[0.9991154,0.0002796276,0.0001330168,0.0002084603,0.0001209379,0.0001425533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005814051,0.0001579116,0.9640553,0.0003526964,0.0005622446,0.0001901275,0.0006592265,0.0001514921,0.0000429869,0.00008649413,0.02546194,0.002465555],"study_design_scores_gemma":[0.0155339,0.002992145,0.769269,0.0003567133,0.0007895269,0.0004715251,0.000002644047,0.05981124,0.00001957077,0.0008094756,0.1496044,0.0003398434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.31167,0.0007563689,0.03172672,0.65198,0.00008842029,0.002285549,0.001201471,0.00006242042,0.000229118],"genre_scores_gemma":[0.6163014,0.00127634,0.002728963,0.3768488,0.0002930539,0.0009742957,0.0006121284,0.00006706174,0.0008979549],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3046314,"threshold_uncertainty_score":0.9997771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410697435567288,"score_gpt":0.2552621186197446,"score_spread":0.2411551442640718,"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."}}