{"id":"W4306404290","doi":"10.3390/v14102263","title":"Efficacy of Different Testing Scenarios in Reducing Transfusion-Transmitted Hepatitis B Virus (TT-HBV) Infection Risk","year":2022,"lang":"en","type":"article","venue":"Viruses","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Grifols","keywords":"Nat; HBsAg; Hepatitis B virus; Medicine; Serology; Virology; Infectivity; Transmission (telecommunications); Hepatitis B; Immunology; Antibody; Virus; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006350179,0.001012195,0.0008737585,0.0007041221,0.0003306318,0.001208063,0.001474962,0.001223677,0.001165288],"category_scores_gemma":[0.01345216,0.0005547672,0.001751812,0.0004138594,0.0007237745,0.001147326,0.0007422387,0.0008524058,0.0001059084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719733,"about_ca_system_score_gemma":0.001315265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360911,"about_ca_topic_score_gemma":0.007947301,"domain_scores_codex":[0.997127,0.002042699,0.00007712079,0.0002946196,0.000171084,0.0002875086],"domain_scores_gemma":[0.9847489,0.01236847,0.001610649,0.0003777508,0.0005057275,0.0003885747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005730407,0.0002013071,0.0169056,0.00005003787,0.0002405045,0.0000997993,0.00004847806,0.9771048,0.0007585582,0.0006963772,0.0000935279,0.003227995],"study_design_scores_gemma":[0.000199337,0.002287234,0.0130807,0.00003928766,0.0004835455,0.0001408938,0.0001992762,0.9784843,0.003151698,0.001583821,0.0002923954,0.00005737079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911205,0.0002343072,0.006539006,0.0002108426,0.000008546563,0.00009168287,0.0002153168,0.00005498862,0.001524912],"genre_scores_gemma":[0.99748,0.00007179556,0.002052759,0.00003820681,0.000001692265,0.00002974001,0.00008236884,0.000002999475,0.0002405136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01360911,"threshold_uncertainty_score":0.03358334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439791367615768,"score_gpt":0.2836444869314562,"score_spread":0.2492465732552985,"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."}}