{"id":"W2915128108","doi":"10.1182/blood-2018-11-833996","title":"Prevention of transfusion-transmitted infections","year":2019,"lang":"en","type":"review","venue":"Blood","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":299,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Residual risk; Context (archaeology); Virology; Hepatitis B virus; Window period; Immunology; Medicine; Pandemic; Hepatitis C virus; Zika virus; Virus; Biology; Serology; Infectious disease (medical specialty); Antibody; Disease; Internal medicine; Coronavirus disease 2019 (COVID-19)","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":[0.0001440973,0.0001624473,0.0007484958,0.00002075384,0.00004827604,0.000006665014,0.0001689388,0.0001901558,0.0007007028],"category_scores_gemma":[0.00002228074,0.00005508387,0.0006457603,0.0002860403,0.00002587134,0.00003437685,0.00002834235,0.0001067891,0.0001164266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004303809,"about_ca_system_score_gemma":0.00001179606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000601948,"about_ca_topic_score_gemma":0.00007567893,"domain_scores_codex":[0.9990032,0.000171588,0.0003634447,0.0002361631,0.00007705153,0.0001485821],"domain_scores_gemma":[0.9995262,0.0001917448,0.0001709474,0.0000523908,0.00001993655,0.00003878355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002015236,0.0004357353,0.00020436,0.002904847,0.0001499582,8.236045e-7,0.000002557379,6.272866e-8,0.00003037451,0.0003630992,0.0002393296,0.9956669],"study_design_scores_gemma":[0.00009898823,0.0002952465,0.001344156,0.001446915,0.00179505,0.000002601871,0.000005380854,5.158853e-7,9.773406e-7,0.0001899251,0.994669,0.0001512904],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002859609,0.993642,0.000005976911,0.00002262174,0.00008388254,0.0006037834,0.00006529638,0.00004267001,0.00267416],"genre_scores_gemma":[0.0004379674,0.998472,0.000009422594,0.00001232858,0.0001145415,0.00003950026,0.0003252883,0.000001139803,0.0005877811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9955155,"threshold_uncertainty_score":0.7672204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07109606391359351,"score_gpt":0.3059199849785224,"score_spread":0.2348239210649289,"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."}}