{"id":"W1976224054","doi":"10.1016/j.tmrv.2006.03.001","title":"Potential Impact of Pandemic Influenza on Blood Safety and Availability","year":2006,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Ottawa","keywords":"Pandemic; Medicine; Blood supply; Influenza A virus subtype H5N1; Viremia; Virus; Blood donor; Influenza A virus; Pandemic influenza; Intensive care medicine; Virology; Environmental health; Immunology; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty); Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003495042,0.001091202,0.008913388,0.0006399279,0.0001564506,0.000007579146,0.0002897295,0.0005510041,0.0009863582],"category_scores_gemma":[0.001373129,0.0005727072,0.001809263,0.0008726491,0.0008671854,0.00006251012,0.00009327085,0.001537115,0.00009021266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000293553,"about_ca_system_score_gemma":0.0005574615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382846,"about_ca_topic_score_gemma":0.00005282432,"domain_scores_codex":[0.9927867,0.001004686,0.003494514,0.0009851197,0.00107758,0.0006514056],"domain_scores_gemma":[0.9966183,0.0006059088,0.0008341574,0.00124698,0.0002730221,0.0004216898],"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":[0.0003744939,0.000269706,0.001087749,0.08558467,0.0005678956,0.00003781869,0.00008753075,6.188122e-7,0.00005895727,0.000009515292,0.002125039,0.909796],"study_design_scores_gemma":[0.003144218,0.002755326,0.001302843,0.07845113,0.007148872,0.0002351025,0.000006010786,0.000001806967,0.000001321614,0.000008718749,0.9065786,0.0003660517],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007502585,0.9903871,0.00002993525,0.00004494861,0.0001133127,0.006066771,0.0001361366,0.0000666232,0.002404869],"genre_scores_gemma":[0.000003827083,0.9984899,0.00008519836,0.0001589437,0.0005352859,0.0001357093,0.0001334058,0.00008799139,0.0003697341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.90943,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663869954217955,"score_gpt":0.4712686340367863,"score_spread":0.3048816386149907,"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."}}