{"id":"W3216691072","doi":"10.1111/trf.16753","title":"<scp>HIV</scp> incidence and compliance with deferral criteria over three progressively shorter time deferrals for men who have sex with men in Canada","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Deferral; Men who have sex with men; Residual risk; Medicine; Incidence (geometry); Demography; Human immunodeficiency virus (HIV); Virology; Internal medicine","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":[0.001141967,0.0001899641,0.0001714082,0.0007144116,0.0008118818,0.0007266343,0.0009237618,0.0002663531,0.001168871],"category_scores_gemma":[0.003787866,0.0001527246,0.0004823758,0.001222397,0.0004309642,0.0002536667,0.0005122303,0.000648567,0.000110885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00960574,"about_ca_system_score_gemma":0.01164812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9686105,"about_ca_topic_score_gemma":0.9645538,"domain_scores_codex":[0.9991894,0.00009013898,0.00005095301,0.000119821,0.0003009373,0.0002487137],"domain_scores_gemma":[0.9964897,0.000241735,0.001323657,0.0001155854,0.001073741,0.0007554896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004910231,0.00001842793,0.9965504,0.000009083074,0.00002235223,0.00002036689,0.0001967544,0.0002119122,0.00004972097,0.00003517141,0.0002737785,0.002562902],"study_design_scores_gemma":[0.000002430335,0.00002218272,0.9990938,0.000007087401,0.000007482633,0.00002954284,0.000201385,0.0004091483,0.00004454124,0.000006369133,0.0001736341,0.00000246828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980853,0.0001461776,0.00008478784,0.0001420417,0.00000326369,0.00001382053,0.0009962269,0.00001194994,0.0005165208],"genre_scores_gemma":[0.9990216,0.00005916049,0.00008769341,0.00002673919,0.000002013158,0.000004032262,0.0005585267,0.000001809807,0.0002384229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03138947,"threshold_uncertainty_score":0.06969482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592256275717116,"score_gpt":0.2558311893351918,"score_spread":0.2299086265780206,"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."}}