{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000213601,0.000261785,0.0003328079,0.0001029799,0.0002188457,0.0003032679,0.0001537031,0.00006620167,0.0001967812],"category_scores_gemma":[0.00002869123,0.0002068175,0.00002826048,0.0003055049,0.0000717833,0.001344281,0.0000405168,0.0001749451,0.000007149764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004728983,"about_ca_system_score_gemma":0.0002428629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1302515,"about_ca_topic_score_gemma":0.7902103,"domain_scores_codex":[0.9984025,0.00002432561,0.0002812381,0.0005189581,0.0004189728,0.0003540026],"domain_scores_gemma":[0.9992716,0.000140579,0.00012584,0.0001940562,0.0002285779,0.00003931295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006485638,0.0002674691,0.9660881,0.0007807423,0.0001558918,0.0002959716,0.0008882228,0.000145954,0.00361217,0.001040745,0.01474839,0.01132778],"study_design_scores_gemma":[0.006844035,0.0001088219,0.893427,0.0007870367,0.0003007632,0.00006120353,0.002473307,0.06990391,0.001927743,0.0006421213,0.02303467,0.0004893905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578546,0.000191995,0.00204833,0.002119226,0.00002900822,0.0009543351,0.00002742694,0.00005419248,0.03672089],"genre_scores_gemma":[0.9959991,0.00004927977,0.0007431793,0.001265419,0.00009994371,0.0001191381,0.00007343221,0.00004505723,0.001605443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6599588,"threshold_uncertainty_score":0.8755402,"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."}}