{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001957307,0.0001923793,0.0004962495,0.000295408,0.0000485788,0.00003216106,0.0005653084,0.0001201041,0.0007958934],"category_scores_gemma":[0.002839779,0.0001383269,0.000076403,0.001433095,0.0003034921,0.0009299961,0.0001382006,0.0004076088,0.000003796422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002020101,"about_ca_system_score_gemma":0.00005305716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153069,"about_ca_topic_score_gemma":0.0002245288,"domain_scores_codex":[0.9969612,0.00002353085,0.001020951,0.0003386916,0.001431297,0.0002242902],"domain_scores_gemma":[0.9982036,0.0006564854,0.0006418439,0.00009478203,0.0003273229,0.00007601369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01116343,0.006264621,0.222781,0.03864849,0.0007062159,0.0003218454,0.03872644,0.0001305563,0.01459855,0.5629379,0.02056268,0.0831583],"study_design_scores_gemma":[0.03037346,0.0006375899,0.09291428,0.004139431,0.001288935,0.00007298114,0.1071768,0.03072794,0.000445899,0.004009333,0.7272667,0.0009465551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8326716,0.0002759925,0.0003025597,0.1458343,0.0001043495,0.001495585,0.00001125925,0.00007701076,0.01922726],"genre_scores_gemma":[0.9857967,0.00148598,0.0005813827,0.01196131,0.0001085311,0.00002416901,0.0000198883,0.00001553747,0.000006456227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7067041,"threshold_uncertainty_score":0.8714475,"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."}}