{"id":"W4223901178","doi":"10.1111/vox.13277","title":"Reported non‐compliance with pre‐donation screening among blood donors in Québec, Canada: A focus on the <scp>3‐month</scp> deferral for men who have sex with men","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Héma-Québec","funders":"","keywords":"Deferral; Medicine; Men who have sex with men; Donation; Confidence interval; Blood donor; Human immunodeficiency virus (HIV); Compliance (psychology); Family medicine; Demography; Internal medicine; Psychology; Immunology; Social psychology","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":[0.002163984,0.0002364411,0.0002761666,0.0006295596,0.001883738,0.0009861769,0.001140031,0.0005459954,0.002289884],"category_scores_gemma":[0.003664941,0.0002125355,0.0003746647,0.001645569,0.000918814,0.0004166591,0.0006595181,0.0008475302,0.0001493893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01445739,"about_ca_system_score_gemma":0.01666745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980455,"about_ca_topic_score_gemma":0.987068,"domain_scores_codex":[0.9981907,0.0003536548,0.0001547088,0.0002243116,0.0005583662,0.0005182766],"domain_scores_gemma":[0.9940001,0.0006906336,0.002133822,0.0001405113,0.001698777,0.001336257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003986851,0.00003199989,0.992696,0.0000553577,0.00002578874,0.00005916819,0.001793932,0.00004333724,0.0001021312,0.00004005315,0.0006719396,0.004440426],"study_design_scores_gemma":[0.000003085826,0.00003236313,0.9975111,0.00005255711,0.00001153901,0.00004352395,0.001725996,0.0001180049,0.00003891525,0.000005822412,0.000450034,0.000006917175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958124,0.0008665007,0.0001006409,0.0008169768,0.00001253204,0.00004179888,0.0009938659,0.000006092862,0.001349094],"genre_scores_gemma":[0.9988324,0.0002491922,0.00006692802,0.0001707547,0.000004367973,0.000011084,0.000219058,0.000001624157,0.0004444687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954502,"threshold_uncertainty_score":0.1048962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385549637836583,"score_gpt":0.227599355054588,"score_spread":0.2037438586762222,"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."}}