{"id":"W4414066676","doi":"10.1111/trf.18393","title":"Nondisclosure of use of antiretroviral medications in Canadian blood donors","year":2025,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta; Canadian Blood Services; AIDS Vancouver; University of Ottawa","funders":"Canadian Blood Services","keywords":"Odds; Human immunodeficiency virus (HIV); Odds ratio; MEDLINE; Blood donor","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002072003,0.0002115277,0.0002480326,0.001390198,0.002708839,0.0009550679,0.001057965,0.0003231397,0.002792882],"category_scores_gemma":[0.006128764,0.0001914298,0.0002379799,0.003297162,0.000587096,0.0002365949,0.0006059094,0.0004214307,0.0001757804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01607338,"about_ca_system_score_gemma":0.0252972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9644493,"about_ca_topic_score_gemma":0.975423,"domain_scores_codex":[0.9981143,0.0001694249,0.0001441262,0.0002345702,0.000891412,0.0004461189],"domain_scores_gemma":[0.9956176,0.0004159689,0.001405515,0.0001744489,0.001796491,0.0005900484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005561723,0.00002505789,0.9900955,0.00003536601,0.00001212199,0.00009542124,0.0005595644,0.0000421949,0.0001253957,0.00009350856,0.0008135561,0.008046697],"study_design_scores_gemma":[0.000006961161,0.00004316857,0.9949089,0.00005677269,0.00002211093,0.0003613737,0.001064634,0.0002768668,0.0003451188,0.00002644333,0.00287661,0.00001116836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907103,0.001051769,0.0001748835,0.0004673441,0.00002011625,0.0000493337,0.00232848,0.00001521314,0.005182534],"genre_scores_gemma":[0.9981018,0.0003644056,0.0002065978,0.0001336488,0.000005653331,0.00001072123,0.0005952944,0.00000280517,0.0005790095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03555065,"threshold_uncertainty_score":0.1166211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418468558442889,"score_gpt":0.2407117924465176,"score_spread":0.2265271068620887,"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."}}