{"id":"W3027537332","doi":"10.1111/vox.12943","title":"Vox Sanguinis International Forum on transfusion services' response to COVID‐19: Summary","year":2020,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Coronavirus Infections; Betacoronavirus; Pandemic; MEDLINE; Virology; Blood transfusion; Intensive care medicine; Immunology; Biology; Internal medicine; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005852887,0.0009825723,0.0004619263,0.001391417,0.001286321,0.00421592,0.001480921,0.009123055,0.05966208],"category_scores_gemma":[0.009723892,0.0003525549,0.0006428972,0.001167118,0.001047372,0.001743719,0.002687189,0.006852385,0.01513614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465491,"about_ca_system_score_gemma":0.005162791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003945343,"about_ca_topic_score_gemma":0.005067628,"domain_scores_codex":[0.9971029,0.0009098164,0.0002756147,0.0002688231,0.0009988581,0.000444014],"domain_scores_gemma":[0.9947174,0.001361397,0.0005871488,0.0001863363,0.001403229,0.001744386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002207634,0.00002412928,0.0003801279,0.0002614054,0.000006079985,0.000142678,0.0001266393,0.00003782487,0.0001767054,0.001659273,0.9574949,0.03966828],"study_design_scores_gemma":[0.000008745417,0.00002010231,0.0007619964,0.0003713472,0.000003954829,0.0001039962,0.0001005371,0.00002902343,0.00005662453,0.0004990211,0.9980389,0.000005644635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001709081,0.05105582,0.001320846,0.6013477,0.2606354,0.0003069831,0.001085433,0.000373207,0.08216558],"genre_scores_gemma":[0.02366904,0.07375022,0.00297137,0.3322836,0.3392003,0.0005736069,0.002387241,0.0005031501,0.2246616],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05966208,"threshold_uncertainty_score":0.1995895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446406760770407,"score_gpt":0.2723404428297223,"score_spread":0.2478763752220182,"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."}}