{"id":"W3180039506","doi":"10.1111/trf.16572","title":"The safety of <scp>COVID</scp>‐19 convalescent plasma donation: A <scp>multi‐institutional</scp> donor hemovigilance study","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Donation; Apheresis; Context (archaeology); Confidence interval; Adverse effect; Odds ratio; Coronavirus disease 2019 (COVID-19); Internal medicine; Platelet","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00113051,0.0003474037,0.0003842758,0.0001891637,0.001137908,0.0003495175,0.0004514058,0.0001384236,0.0001542224],"category_scores_gemma":[0.001137277,0.0002648854,0.000221186,0.001069754,0.0001817216,0.001190395,0.0001117784,0.0003763971,0.0001738053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005994252,"about_ca_system_score_gemma":0.0002467647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003554097,"about_ca_topic_score_gemma":0.002353473,"domain_scores_codex":[0.9971421,0.0001197479,0.0007743858,0.0006183964,0.0009536627,0.0003917499],"domain_scores_gemma":[0.997156,0.00125392,0.0003673162,0.000471405,0.0006890785,0.00006233402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008042505,0.01816334,0.5480028,0.002982572,0.001682222,0.0007344865,0.01314687,0.007009811,0.03162933,0.2767906,0.01676517,0.08228857],"study_design_scores_gemma":[0.007382803,0.00004835782,0.0871401,0.0001092715,0.0003140186,0.00003042208,0.006580726,0.003964937,0.001748271,0.000448572,0.8921039,0.0001286407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571786,0.0009646278,0.006630004,0.002714953,0.001515744,0.00149047,0.00004131589,0.0002861574,0.02917813],"genre_scores_gemma":[0.9934974,0.001495457,0.0003830162,0.00167947,0.0003829036,0.00007169614,0.0001053337,0.00003728742,0.002347392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8753387,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681225854736684,"score_gpt":0.2586084415862254,"score_spread":0.2317961830388585,"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."}}