{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003324777,0.0002456738,0.0005765033,0.0004235813,0.0003665342,0.00001128257,0.0000928673,0.00006387929,0.0004084235],"category_scores_gemma":[0.000985987,0.000234678,0.0001330487,0.0008726661,0.00009414194,0.00009777988,0.00009665062,0.0005804671,0.00001247201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777817,"about_ca_system_score_gemma":0.0001041339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1849274,"about_ca_topic_score_gemma":0.02570636,"domain_scores_codex":[0.9977856,0.0002972717,0.0006601146,0.000401584,0.0005006058,0.0003548585],"domain_scores_gemma":[0.9987102,0.0006045909,0.0001983443,0.000310427,0.00008600469,0.00009041315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002737899,0.0007603776,0.8861469,0.00009505593,0.00008474226,0.00004758185,0.002341337,0.0005868153,0.09040398,0.00001357575,0.0001165938,0.01912925],"study_design_scores_gemma":[0.00236716,0.0007660824,0.9648396,0.0003116425,0.000159661,0.00002365132,0.0000558168,0.00105126,0.02940483,0.00004596118,0.0007571133,0.0002172201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976237,0.0004391781,0.00009766623,0.00009346077,0.0003166948,0.0007790673,0.00008971753,0.000156905,0.0004035463],"genre_scores_gemma":[0.9970285,0.002092699,0.0003093902,0.0002293909,0.00009453053,0.0001540039,0.00001570461,0.00004866672,0.00002711303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1592211,"threshold_uncertainty_score":0.992072,"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."}}