{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006309435,0.0002445013,0.0002491692,0.0002158024,0.0006915328,0.0002307598,0.0003160358,0.00004081952,0.0001306083],"category_scores_gemma":[0.0001912646,0.0001778364,0.00004526877,0.0005974924,0.00006318655,0.0006211771,0.00008501271,0.0003136644,0.000001746558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000823858,"about_ca_system_score_gemma":0.0002551949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.747425,"about_ca_topic_score_gemma":0.9235471,"domain_scores_codex":[0.9981092,0.00004256835,0.0003643574,0.0004680472,0.0006657817,0.0003500037],"domain_scores_gemma":[0.9986013,0.0003500234,0.0005238967,0.0003269413,0.0001719367,0.0000259086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008169328,0.0009303793,0.845015,0.0002275153,0.001026732,0.0003563265,0.004107392,0.009843561,0.0001249358,0.005164766,0.1182455,0.01414092],"study_design_scores_gemma":[0.008928438,0.0004767118,0.6333568,0.0002803736,0.0008187331,0.00003828153,0.03182321,0.1082544,0.000617754,0.000443173,0.214372,0.0005901808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8282911,0.0001214534,0.0007845075,0.01077073,0.0000576286,0.001914125,0.0000272414,0.0001170953,0.1579161],"genre_scores_gemma":[0.9928366,0.000004864604,0.0001720995,0.001540389,0.0001451936,0.0006770732,0.00004675943,0.00005117914,0.004525825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2116582,"threshold_uncertainty_score":0.7251957,"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."}}