{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005828086,0.0002677502,0.0001849049,0.001065869,0.001651762,0.0009952883,0.0009126346,0.0002303892,0.002008425],"category_scores_gemma":[0.00217068,0.0002563345,0.0002791766,0.00194894,0.0004567265,0.0002325912,0.0007823309,0.0004746013,0.0001704544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01709233,"about_ca_system_score_gemma":0.01988161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952732,"about_ca_topic_score_gemma":0.9977165,"domain_scores_codex":[0.9994426,0.0000739432,0.00003129101,0.00007210628,0.0002023837,0.0001775657],"domain_scores_gemma":[0.9984024,0.0001098775,0.000404804,0.00004668594,0.0006324393,0.0004037558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002696842,0.00001722866,0.9934569,0.00002966908,0.00001720239,0.00003333326,0.0006170655,0.0001085263,0.00009209817,0.00006070401,0.001258482,0.004281831],"study_design_scores_gemma":[0.000004900903,0.00001497397,0.9973736,0.00004808961,0.00001562249,0.00003593942,0.001227762,0.0003437424,0.00006397792,0.00001806483,0.0008477496,0.000005669883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920611,0.0007694453,0.0001776674,0.0004557402,0.000009824738,0.0001026432,0.003919034,0.00001038091,0.002494046],"genre_scores_gemma":[0.9971464,0.0004453277,0.0003793697,0.0000870025,0.000005971437,0.00002503119,0.001175037,0.000002918667,0.000732977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01709233,"threshold_uncertainty_score":0.1240141,"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."}}