{"id":"W1551740618","doi":"10.1111/j.1537-2995.2005.00198.x","title":"Hepatitis B virus (HBV) DNA screening of blood donations in minipools with the COBAS AmpliScreen HBV test","year":2005,"lang":"en","type":"article","venue":"Transfusion","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dynamic Systems Analysis (Canada); Response Biomedical (Canada)","funders":"","keywords":"Window period; HBsAg; Hepatitis B virus; Virology; Medicine; Hepatitis B; Nat; Serology; Transmission (telecommunications); Immunology; Virus; Antibody","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":[0.0002440113,0.0001783511,0.0003454758,0.0001445529,0.0001558686,0.00001109738,0.0001166149,0.00007502466,0.0002117787],"category_scores_gemma":[0.0001058243,0.0001198813,0.00007241914,0.0004446596,0.0001704427,0.0001141994,0.00002538253,0.0002349835,0.00001739836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003346727,"about_ca_system_score_gemma":0.00006433732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02594626,"about_ca_topic_score_gemma":0.324867,"domain_scores_codex":[0.9986592,0.00005316149,0.0003562885,0.0002463197,0.0004214306,0.0002636337],"domain_scores_gemma":[0.999088,0.0003416291,0.0000736057,0.0002906836,0.000134881,0.00007112973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001772902,0.0005704191,0.9153643,0.00006279181,0.0001120018,0.0000373503,0.00303596,0.00006702224,0.05831494,0.0001860982,0.0006726492,0.02139915],"study_design_scores_gemma":[0.003098238,0.0007041211,0.9529681,0.0004757949,0.0003288148,0.00003682127,0.0001521597,0.0003014971,0.03459888,0.00001279895,0.007135458,0.000187289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860531,0.0004363338,0.001526243,0.006511632,0.00001942151,0.0007499934,0.00009575133,0.00005634286,0.004551177],"genre_scores_gemma":[0.9937333,0.001750494,0.003482348,0.0004499033,0.000106342,0.00006542484,0.00002571075,0.00002986294,0.0003565762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2989207,"threshold_uncertainty_score":0.98054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985244053879246,"score_gpt":0.2591438117857351,"score_spread":0.2392913712469426,"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."}}