{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07218882,0.0003024781,0.000508203,0.001651001,0.0003325488,0.002202188,0.001146976,0.0007882359,0.002352868],"category_scores_gemma":[0.07120638,0.0002792972,0.0006279632,0.002487287,0.001327331,0.001606711,0.001445211,0.000758446,0.0002852932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110074,"about_ca_system_score_gemma":0.002521569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430791,"about_ca_topic_score_gemma":0.001055512,"domain_scores_codex":[0.9438648,0.04234142,0.006035577,0.001874161,0.004884998,0.0009991209],"domain_scores_gemma":[0.8633767,0.06834619,0.04292583,0.006125221,0.0164844,0.002741664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007651647,0.0009299269,0.7144609,0.004164946,0.0006304508,0.0001427259,0.006429893,0.0004047393,0.0008704312,0.001384979,0.001638649,0.2612907],"study_design_scores_gemma":[0.0008714963,0.01395825,0.9322383,0.00618643,0.001230445,0.001444733,0.0112091,0.001348778,0.003389579,0.0005104511,0.02748202,0.000130428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538624,0.01928778,0.003086174,0.002725222,0.0001048916,0.001264574,0.001531962,0.0000244468,0.01811264],"genre_scores_gemma":[0.9902975,0.004829498,0.002857991,0.0005615113,0.00005456022,0.0005658893,0.0005366964,0.00001685323,0.0002795179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07218882,"threshold_uncertainty_score":0.3817755,"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."}}