{"id":"W4295757221","doi":"10.1111/vox.13347","title":"Early and out‐of‐hospital use of COVID‐19 convalescent plasma: An international assessment of utilization and feasibility","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of British Columbia","funders":"Fogarty International Center","keywords":"Coronavirus disease 2019 (COVID-19); Convalescent plasma; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Emergency medicine; Intensive care medicine; Internal medicine; Outbreak","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":[0.0003755655,0.00007259384,0.0001362065,0.000150731,0.00008277594,0.00005761284,0.00009667063,0.00002374593,0.0004753816],"category_scores_gemma":[0.0001947469,0.00007368319,0.00002865152,0.0001362858,0.00008335626,0.0008942204,0.0001288592,0.0000690531,4.394837e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001449488,"about_ca_system_score_gemma":0.00003748343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004864228,"about_ca_topic_score_gemma":0.00006635344,"domain_scores_codex":[0.9991307,0.00003490072,0.0002805789,0.0001807774,0.0003123953,0.00006069988],"domain_scores_gemma":[0.9992489,0.00008474285,0.0003504147,0.0001222557,0.0001757847,0.0000178869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00011474,0.0007596167,0.9593403,0.000180779,0.00005521381,0.000002383065,0.0007192905,0.00004231335,0.0006120207,0.03399127,0.0001182537,0.00406385],"study_design_scores_gemma":[0.001586966,0.0001433475,0.9564586,0.00001148019,0.0000824005,0.000001054115,0.001328468,0.005288515,0.0001383086,0.0004439504,0.03439777,0.0001191443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972728,0.00003341118,0.0002410551,0.0006498868,0.0003672095,0.0002248233,0.00006224367,0.00001813457,0.00113042],"genre_scores_gemma":[0.9992427,0.00003976806,0.0003883393,0.0001972141,0.00003589489,0.00000755882,0.00005391029,0.000007085509,0.00002759336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03427952,"threshold_uncertainty_score":0.5205095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09301997738302437,"score_gpt":0.336717824815849,"score_spread":0.2436978474328246,"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."}}