{"id":"W4282983897","doi":"10.1111/vox.13328","title":"Whole blood donor return rates after deferral for tattooing or body piercing—Survey across blood donation services: The <scp>BEST</scp> collaborative study","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Canadian Blood Services","funders":"","keywords":"Deferral; Medicine; Donation; Blood donor; Blood transfusion; Excellence; Surgery; Transfusion medicine; Family medicine; Business; Immunology; Finance","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":[0.006638914,0.0002466796,0.0004654329,0.001492311,0.0006122327,0.001407984,0.001095044,0.0007613494,0.001670532],"category_scores_gemma":[0.0110979,0.000393292,0.0008429399,0.002495081,0.0006337001,0.001197309,0.00207393,0.0009424408,0.0004760045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398307,"about_ca_system_score_gemma":0.001384776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02545427,"about_ca_topic_score_gemma":0.02230953,"domain_scores_codex":[0.9939727,0.00200767,0.0009075395,0.0009884459,0.001330428,0.0007931608],"domain_scores_gemma":[0.9862596,0.001606148,0.007370627,0.0008263379,0.001588585,0.002348618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005629552,0.00004296618,0.9975505,0.00002705425,0.00004554987,0.00003043947,0.0007949309,0.00002216369,0.0000544871,0.00001636939,0.0003718136,0.0009873244],"study_design_scores_gemma":[0.000005362187,0.00009255478,0.9973032,0.00003265299,0.0000186539,0.0001445551,0.001942092,0.0000745855,0.00004826806,0.000009221333,0.0003194713,0.000009374045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998318,0.0002757214,0.0001072122,0.0001431219,0.000008244671,0.00002597602,0.0007585952,0.00000416276,0.0003590593],"genre_scores_gemma":[0.9989268,0.0001699692,0.00009545925,0.00009304886,0.000007553115,0.00003322208,0.0005200332,0.000005163151,0.0001487654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02545427,"threshold_uncertainty_score":0.05061227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02910436510684857,"score_gpt":0.295780396741529,"score_spread":0.2666760316346805,"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."}}