{"id":"W4283520129","doi":"10.1111/tme.12891","title":"Blood donor notification of variant Creutzfeldt–Jakob disease risk: Lessons in communicating donor deferral and risk","year":2022,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Deferral; Regret; Family medicine; Worry; Feeling; Disease; Anxiety; Pediatrics; Psychiatry; Psychology; Internal medicine; Social psychology","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":[0.01769032,0.0003095572,0.0003832399,0.0008834078,0.0024381,0.003995402,0.0008302574,0.002223661,0.003334881],"category_scores_gemma":[0.04994332,0.0002897501,0.0002148744,0.0005940857,0.002398411,0.004011482,0.00281381,0.002530979,0.0005161217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162497,"about_ca_system_score_gemma":0.003921465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009613782,"about_ca_topic_score_gemma":0.01119262,"domain_scores_codex":[0.9874731,0.01065329,0.0004571946,0.0001474681,0.0007465323,0.0005223074],"domain_scores_gemma":[0.9717102,0.02077203,0.002699971,0.0003930557,0.002257234,0.00216753],"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":[0.000360533,0.0006760019,0.1867616,0.002398469,0.00007032757,0.009244104,0.1749076,0.001049783,0.0004398228,0.007071226,0.06592397,0.5510966],"study_design_scores_gemma":[0.0001261955,0.001283406,0.1481682,0.01310324,0.0001144692,0.01602773,0.6007638,0.003064295,0.001363739,0.02854284,0.187219,0.0002231483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.447498,0.04699072,0.005447303,0.4638303,0.002506749,0.0001716415,0.0001116095,0.0001299388,0.03331369],"genre_scores_gemma":[0.961261,0.02103505,0.003098778,0.01011844,0.001032859,0.00006635315,0.00003990405,0.00001641812,0.003331115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01769032,"threshold_uncertainty_score":0.09355646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286195719797615,"score_gpt":0.269689662614657,"score_spread":0.2368277054166809,"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."}}