{"id":"W4301606264","doi":"10.1111/trf.17127","title":"<scp>HIV</scp> incidence and related risks among gay, bisexual, and other men who have sex with men in Montreal, Toronto, and Vancouver: Informing blood donor selection criteria in Canada","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; AIDS Vancouver; University of British Columbia; Public Health Ontario; Toronto Metropolitan University; University of Toronto; McGill University Health Centre; University of Victoria; McGill University; Institut National de Santé Publique du Québec","funders":"Health Canada; Public Health Agency; Michael Smith Health Research BC; Ontario HIV Treatment Network; Canadian Blood Services; Australian Government; Canadian Institutes of Health Research; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada; Canadian Foundation for AIDS Research","keywords":"Medicine; Men who have sex with men; Demography; Poisson regression; Rate ratio; Incidence (geometry); Pre-exposure prophylaxis; Seroconversion; Cohort; Prospective cohort study; Human immunodeficiency virus (HIV); Confidence interval; Family medicine; Population; Internal medicine; Syphilis; Environmental health","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":[0.0004753946,0.0002085015,0.0002479344,0.0002129448,0.000343109,0.0001570045,0.00008628872,0.00006304571,0.0002650354],"category_scores_gemma":[0.00002567876,0.0001973884,0.00001104071,0.000340765,0.00004442672,0.001936906,0.00007102443,0.0002807884,4.119287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009973146,"about_ca_system_score_gemma":0.00007982168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9667316,"about_ca_topic_score_gemma":0.9963,"domain_scores_codex":[0.9986417,0.00005315677,0.0003447204,0.000386952,0.0003173405,0.0002560886],"domain_scores_gemma":[0.999561,0.0001172899,0.0001497312,0.0000975807,0.00003996985,0.00003440933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001244371,0.00009385736,0.9856992,0.0001258008,0.00003778686,0.00004675764,0.002918154,0.0002756209,0.0004654441,0.00006061253,0.001792464,0.008359816],"study_design_scores_gemma":[0.005801564,0.0001024468,0.895337,0.0001114762,0.0001622496,0.00003968754,0.02497834,0.0647005,0.0001449719,0.0001470975,0.008198138,0.0002765355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652898,0.0003123172,0.00002077564,0.0001493397,0.00004262368,0.0004888486,0.000008169976,0.00003645674,0.03365168],"genre_scores_gemma":[0.9982647,0.000423232,0.00002793202,0.000307305,0.00002861005,0.00006179297,0.000009398299,0.00002571642,0.0008513291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09036226,"threshold_uncertainty_score":0.8049265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341138674183095,"score_gpt":0.2380127891046751,"score_spread":0.2246014023628441,"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."}}