{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002458198,0.0003524312,0.0003439745,0.0002102929,0.001903713,0.001397218,0.0005992741,0.00007989311,0.0004639974],"category_scores_gemma":[0.0005991886,0.0002630824,0.0001203428,0.001710474,0.00007645515,0.001649658,0.0003745798,0.0003618369,0.00007458372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002356434,"about_ca_system_score_gemma":0.00008581875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441402,"about_ca_topic_score_gemma":0.009151012,"domain_scores_codex":[0.9974061,0.0002387253,0.0005653973,0.0006397634,0.0006456946,0.0005043212],"domain_scores_gemma":[0.9971887,0.001036562,0.0005582754,0.00042783,0.0007576803,0.00003093213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001761425,0.009650405,0.9028571,0.0008409141,0.002382051,0.0002201432,0.05936556,0.0003975115,0.00165964,0.001319023,0.01626957,0.003276676],"study_design_scores_gemma":[0.0134191,0.0008463406,0.2882693,0.00008015409,0.002120421,0.00002302754,0.2339084,0.00253014,0.0005292048,0.0006395701,0.4570487,0.0005857577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993408,0.0004930356,0.00004506424,0.001170575,0.0008164748,0.001972047,0.0003786913,0.0001640014,0.001552151],"genre_scores_gemma":[0.9919682,0.00001758676,0.0001470839,0.003580575,0.0005946999,0.001176083,0.0003022811,0.00007428483,0.002139234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6145878,"threshold_uncertainty_score":0.9999821,"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."}}