{"id":"W4404580636","doi":"10.1111/vox.13773","title":"Has the switch to sexual risk behaviour screening impacted deferrals for pre‐ and post‐exposure prophylaxis therapy for human immunodeficiency virus?","year":2024,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Deferral; Human immunodeficiency virus (HIV); Pre-exposure prophylaxis; Epidemiology; Surgery; Demography; Internal medicine; Immunology; Men who have sex with men","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":[0.003169597,0.0001485456,0.0003221351,0.0004301678,0.0006893862,0.001143408,0.0008142689,0.0008436799,0.002949165],"category_scores_gemma":[0.01395605,0.0001699695,0.0009002038,0.001087049,0.0006976092,0.0006428525,0.000584862,0.001243674,0.0001535334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007062247,"about_ca_system_score_gemma":0.009594193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5723943,"about_ca_topic_score_gemma":0.558923,"domain_scores_codex":[0.9972337,0.0007237555,0.0001549452,0.0003945696,0.0006568097,0.000836327],"domain_scores_gemma":[0.9920886,0.002252294,0.002672604,0.0002928847,0.001028046,0.001665526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005478989,0.0001363554,0.9834893,0.0000558616,0.0001452695,0.00006019331,0.0004849026,0.0001504435,0.0001452185,0.0001061958,0.000545516,0.01413283],"study_design_scores_gemma":[0.000007373738,0.00009557285,0.9989508,0.00002834382,0.00004072524,0.00002885551,0.0002716898,0.0001125119,0.00004573311,0.00002017198,0.0003940088,0.00000421098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939409,0.001348774,0.0001041746,0.00227216,0.00005677667,0.00002794633,0.0008020645,0.000007506419,0.001439721],"genre_scores_gemma":[0.998919,0.0002604495,0.00006842988,0.000313509,0.00002256507,0.000006175741,0.0002077334,0.000002521233,0.0001997328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5723943,"threshold_uncertainty_score":0.8602479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04253748982569659,"score_gpt":0.3112177204003271,"score_spread":0.2686802305746305,"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."}}