{"id":"W3217531160","doi":"10.1111/vox.13218","title":"Active seeking of post‐donation information to minimize a potential threat to transfusion safety: A pilot programme in the context of the COVID‐19 pandemic","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Héma-Québec","funders":"","keywords":"Medicine; Donation; Coronavirus disease 2019 (COVID-19); Context (archaeology); Pandemic; Outreach; Blood donor; Blood transfusion; Family medicine; Medical emergency; Disease; Surgery; Infectious disease (medical specialty); Internal medicine; Immunology","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":[0.006718033,0.0007246524,0.0002884282,0.0005635649,0.002601248,0.0008296252,0.001135962,0.001211819,0.00400326],"category_scores_gemma":[0.005715893,0.0004349781,0.0003236388,0.000271746,0.001141494,0.0009984219,0.002499352,0.001041099,0.0004568456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290574,"about_ca_system_score_gemma":0.00523487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00901765,"about_ca_topic_score_gemma":0.00882777,"domain_scores_codex":[0.9972761,0.00185386,0.00008483974,0.000140929,0.0001013696,0.0005428431],"domain_scores_gemma":[0.9928866,0.002529783,0.0004791768,0.0003144365,0.000436586,0.003353386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01968323,0.2030244,0.1942918,0.002408572,0.0001113461,0.008355846,0.1080402,0.003214872,0.01793355,0.0008959761,0.00645901,0.4355811],"study_design_scores_gemma":[0.01085,0.3024653,0.5763525,0.0007177927,0.0002094542,0.002716526,0.06980009,0.007239372,0.008816338,0.001451081,0.01910761,0.0002738285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995565,0.00004393503,0.0004461927,0.0003903094,0.00001597682,0.002194609,0.00004218531,0.00003424017,0.001267529],"genre_scores_gemma":[0.9913368,0.0001520154,0.003651525,0.0004183953,0.000042992,0.002677647,0.0001008795,0.000005264184,0.001614414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00901765,"threshold_uncertainty_score":0.03552884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0333052562043453,"score_gpt":0.2654339214825318,"score_spread":0.2321286652781865,"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."}}