{"id":"W2595014156","doi":"10.1016/j.transci.2017.03.010","title":"Residual risk of HIV, HCV and HBV in Canada","year":2017,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Canadian Blood Services; University of Ottawa","funders":"","keywords":"Window period; Medicine; Residual risk; Incidence (geometry); Confidence interval; Virology; Hepatitis C; Viremia; HBsAg; Hepatitis B virus; Hepatitis B; Internal medicine; Immunology; Human immunodeficiency virus (HIV); Antibody; Virus; Serology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002990318,0.00006307826,0.0001710573,0.00004675627,0.00036538,0.00001762555,0.0001005188,0.0000166444,0.00004713258],"category_scores_gemma":[0.0002248388,0.00004847089,0.000009350148,0.00008861681,0.0006019557,0.00009541138,0.00004603956,0.00007545174,6.054127e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003490685,"about_ca_system_score_gemma":0.0004454749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9250531,"about_ca_topic_score_gemma":0.9871445,"domain_scores_codex":[0.9992138,0.00001637994,0.0001318963,0.0002010397,0.0002798286,0.0001570133],"domain_scores_gemma":[0.9995674,0.00004423672,0.00004664375,0.0001999702,0.0000415199,0.0001002447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003346266,0.00001114396,0.9736441,0.00002818111,0.000002537422,0.00001324874,0.0004197674,4.371782e-7,0.008563959,0.00005992494,0.0001833223,0.01703992],"study_design_scores_gemma":[0.0005848064,0.0000398454,0.992036,0.00009404492,0.00001424697,0.000003148414,0.0002828879,0.0001191515,0.006410545,0.00004158049,0.0003209494,0.00005283725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933059,0.0002664893,0.000005954559,0.001027734,0.00003957756,0.0001093091,0.00001643378,0.000003584807,0.00522506],"genre_scores_gemma":[0.9963637,0.003174259,0.0002514773,0.00006504307,0.00000920295,0.000001933304,1.345688e-7,0.00000281924,0.0001314249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06209138,"threshold_uncertainty_score":0.2810245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873850598733809,"score_gpt":0.265192576710378,"score_spread":0.2464540707230399,"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."}}