{"id":"W3185807837","doi":"10.31235/osf.io/f2c8v","title":"Maintaining trust in a pandemic: Blood collection agency messaging to donors and the public during the early days of COVID-19","year":2021,"lang":"en","type":"article","venue":"","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Carleton University","funders":"","keywords":"Donation; Blood donor; Pandemic; Context (archaeology); Agency (philosophy); Public relations; Public health; Coronavirus disease 2019 (COVID-19); Business; Medicine; Political science; Sociology; Nursing; Geography; Immunology; Infectious disease (medical specialty); Law; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01173394,0.0003836533,0.0003697903,0.001054078,0.0132777,0.007384596,0.0009467108,0.00187376,0.003487585],"category_scores_gemma":[0.02034047,0.0004663003,0.0002296387,0.00144046,0.008639812,0.007275706,0.00621405,0.004850208,0.0002803548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02209505,"about_ca_system_score_gemma":0.02009932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2960596,"about_ca_topic_score_gemma":0.3385361,"domain_scores_codex":[0.9924765,0.00455174,0.0001831024,0.000282266,0.001148168,0.001358107],"domain_scores_gemma":[0.983856,0.009888601,0.002130838,0.000553329,0.002175982,0.00139525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003026542,0.00002111681,0.006429689,0.0000884328,0.000004200858,0.000344536,0.9809095,0.00002341536,0.0003155074,0.003863142,0.001576544,0.006393671],"study_design_scores_gemma":[0.000005281084,0.00002372807,0.01113415,0.0003463648,0.0000150359,0.0001356495,0.9477634,0.000137204,0.000471817,0.001233713,0.03870485,0.00002864866],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498563,0.001656142,0.001637606,0.01699106,0.0001828149,0.00008249204,0.0001036964,0.00003056009,0.02945935],"genre_scores_gemma":[0.9958681,0.0006547834,0.0003734971,0.001168738,0.00002836124,0.00002094104,0.0000290428,0.00001387401,0.001842614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2960596,"threshold_uncertainty_score":0.5886727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410181288137347,"score_gpt":0.2542115494596444,"score_spread":0.2301097365782709,"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."}}