{"id":"W4390141701","doi":"10.1111/vox.13568","title":"Hepatitis B virus genotype surveillance in Canadian blood donors and a referred patient population, 2016–2021","year":2023,"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 Ottawa; University of Alberta; Canadian Blood Services; Ottawa Public Health; Ste. Anne's Hospital; St. Paul's Hospital; University of British Columbia; University of Manitoba; University of Alberta Hospital; Public Health Agency of Canada","funders":"","keywords":"Genotype; Hepatitis B virus; Population; Medicine; Hepatitis B; Virology; Demography; Immunology; Biology; Virus; Genetics; Environmental health","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":[0.000642902,0.0002788462,0.000290478,0.001275529,0.001786671,0.0008911004,0.0008978636,0.0003200223,0.0009790745],"category_scores_gemma":[0.001561426,0.0002132896,0.0002825535,0.003249324,0.000575175,0.0002265609,0.0005825815,0.0004240876,0.0001602256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01987179,"about_ca_system_score_gemma":0.01965424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829034,"about_ca_topic_score_gemma":0.9873688,"domain_scores_codex":[0.9993266,0.00003485736,0.00004070918,0.0001049579,0.0003032484,0.0001895242],"domain_scores_gemma":[0.998508,0.00004181697,0.0002612108,0.00003216902,0.0008137728,0.000342966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000743699,0.00001879132,0.9943976,0.00003695478,0.000021045,0.0001051928,0.0004481265,0.00007065132,0.0002559899,0.00003198676,0.001068518,0.003470793],"study_design_scores_gemma":[0.000005694594,0.00003023236,0.9978436,0.00002337178,0.0000136955,0.0001365102,0.0008859828,0.0001255745,0.00008413252,0.000007472087,0.000838351,0.000005432141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930812,0.0006808518,0.00007100242,0.0001727074,0.00001009201,0.00004300441,0.004549168,0.0000114586,0.001380592],"genre_scores_gemma":[0.9965173,0.0004979612,0.0001717077,0.0001199818,0.000006166106,0.00001549452,0.002286295,0.000002551848,0.0003824987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01987179,"threshold_uncertainty_score":0.1441806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471981680116627,"score_gpt":0.2575308828430918,"score_spread":0.2428110660419256,"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."}}