{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748014,0.00009011644,0.000173874,0.0009081178,0.00007139172,0.0000307336,0.0001469211,0.00008378599,0.0004032929],"category_scores_gemma":[0.00007477776,0.00008598163,0.0000615386,0.001130358,0.0000599431,0.0007812027,0.00001337826,0.0001209256,0.000007553084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001007962,"about_ca_system_score_gemma":0.0001392201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5623134,"about_ca_topic_score_gemma":0.6404645,"domain_scores_codex":[0.9991355,0.00001497861,0.0003567909,0.000157523,0.0001755234,0.000159662],"domain_scores_gemma":[0.9995302,0.00006872424,0.00009962406,0.0001659168,0.0001188643,0.00001669277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004570221,0.0003216646,0.9123923,0.0002661264,0.00004715456,0.000004721681,0.0001533889,0.0000503763,0.00662556,0.07355535,0.0002597355,0.006277973],"study_design_scores_gemma":[0.002599875,0.00003079216,0.9476241,0.0003316549,0.0004146944,9.146685e-7,0.0003137739,0.001159264,0.003610083,0.00118561,0.04250891,0.0002203383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759996,0.00007311759,0.000151489,0.002759055,0.0001867238,0.000225052,0.00001213583,0.00002108871,0.02057175],"genre_scores_gemma":[0.9988847,0.0002577713,0.0001353141,0.0004609351,0.00002563279,0.000006611689,0.0000280272,0.000007155706,0.0001938436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07815117,"threshold_uncertainty_score":0.4415775,"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."}}