{"id":"W4406352891","doi":"10.1111/vox.13796","title":"Notification of blood donors who test positive for transfusion‐transmissible infections","year":2025,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Syphilis; Public health; Family medicine; Blood transfusion; Test (biology); Hepatitis B; Hepatitis B virus; Internal medicine; Human immunodeficiency virus (HIV); Immunology; Virus; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001974414,0.0002102264,0.000165968,0.0005549436,0.001192909,0.0005793538,0.0003824469,0.0003842954,0.003325434],"category_scores_gemma":[0.005284797,0.000187089,0.0001422039,0.0008795731,0.0004109763,0.0002611241,0.0004989842,0.0004664284,0.0003273823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149318,"about_ca_system_score_gemma":0.00249071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2806284,"about_ca_topic_score_gemma":0.2386119,"domain_scores_codex":[0.9987185,0.0004351851,0.00009454611,0.00008974995,0.0003328125,0.0003292671],"domain_scores_gemma":[0.9971952,0.0007699013,0.0008887411,0.00008425074,0.0006119644,0.0004498508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002212626,0.00008965242,0.972055,0.0001620803,0.00001202758,0.0004480834,0.007669687,0.00004094594,0.0006894639,0.00005691474,0.001770049,0.01678482],"study_design_scores_gemma":[0.00001779403,0.000236022,0.9830478,0.0001319281,0.00002070152,0.0008873809,0.01097287,0.0001314971,0.000576644,0.00004046518,0.003919455,0.00001755058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968785,0.0003967909,0.00009535439,0.0002214613,0.00001956761,0.0000607284,0.0003745191,0.000006283818,0.00194679],"genre_scores_gemma":[0.9978125,0.0004871344,0.0001826925,0.0002122344,0.00001508625,0.00002636037,0.0002557341,0.000001474814,0.001006682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2806284,"threshold_uncertainty_score":0.55799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344057193066301,"score_gpt":0.2964979192794762,"score_spread":0.2830573473488132,"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."}}