{"id":"W4206514412","doi":"10.47489/p000s3421z7431-3mc","title":"Transfusion Medicine Practice in a Pandemic; Use of Convalescent Plasma in the Management of COVID-19","year":2020,"lang":"en","type":"article","venue":"Proceedings of Shaikh Zayed Medical Complex Lahore","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Convalescent plasma; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Virology; Transfusion medicine; Blood transfusion; Internal medicine; Outbreak; Infectious disease (medical specialty); Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047593,0.0000823271,0.00009659689,0.0003790635,0.001434352,0.0008279576,0.0002266128,0.0008340493,0.0041843],"category_scores_gemma":[0.005954997,0.00009818138,0.000111942,0.0004113384,0.0004233776,0.0005765249,0.0007473536,0.001397945,0.0002720257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009100751,"about_ca_system_score_gemma":0.004135388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518294,"about_ca_topic_score_gemma":0.03612887,"domain_scores_codex":[0.9992597,0.0004462323,0.00006600124,0.00002484651,0.00009588656,0.0001073837],"domain_scores_gemma":[0.9975615,0.0005957742,0.0006990873,0.00002714917,0.0003488801,0.0007676369],"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":[0.0003876651,0.001224353,0.4600256,0.001035333,0.00006999742,0.0180348,0.02309966,0.0004955353,0.001088033,0.005738855,0.1365099,0.3522902],"study_design_scores_gemma":[0.0001122591,0.001130805,0.6898659,0.005007977,0.00008463398,0.01151883,0.08408555,0.001132217,0.0006657572,0.002764671,0.2035195,0.0001116716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5374955,0.0370068,0.0005503044,0.334265,0.002092304,0.0001554006,0.0003282141,0.00006491623,0.08804156],"genre_scores_gemma":[0.9573698,0.02096358,0.0007937566,0.01490468,0.0008785715,0.00003920929,0.00008195363,0.00001062569,0.004957907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518294,"threshold_uncertainty_score":0.03018916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093320115749029,"score_gpt":0.3211337997728269,"score_spread":0.211801788197924,"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."}}