{"id":"W4313639913","doi":"10.1371/journal.pgph.0001380","title":"Willingness and eligibility to donate blood under 12-month and 3-month deferral policies among gay, bisexual, and other men who have sex with men in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Manitoba; University of Victoria; Ontario HIV Treatment Network; Public Health Ontario; York University; Toronto Metropolitan University; University of Toronto","funders":"Michael Smith Health Research BC; Canadian Blood Services; Government of Canada; Fondation J. Armand Bombardier; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research","keywords":"Men who have sex with men; Deferral; Demography; Medicine; Population; Homosexuality; Gerontology; Family medicine; Human immunodeficiency virus (HIV); Psychology; 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":[0.0008139053,0.0002506675,0.0003702228,0.0001818951,0.0003055234,0.0006125978,0.0001346244,0.00007114706,0.00005073656],"category_scores_gemma":[0.00007568077,0.0002116463,0.00001168785,0.0005812042,0.0001153365,0.001084218,0.0001644594,0.0001928335,0.000002087489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868365,"about_ca_system_score_gemma":0.0006263146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871811,"about_ca_topic_score_gemma":0.9980768,"domain_scores_codex":[0.9979739,0.00005842819,0.0003559858,0.0005433546,0.0004658675,0.0006024481],"domain_scores_gemma":[0.9992824,0.00006885712,0.0001630484,0.0002010448,0.00009938615,0.0001853081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005218483,0.0001295287,0.9890079,0.0001686392,0.00007510964,0.000009634728,0.0006966201,0.00002958165,0.000001560744,0.004516781,0.003867578,0.001444831],"study_design_scores_gemma":[0.001529649,0.00006223238,0.967725,0.00005313972,0.00003880896,0.000004519423,0.003510752,0.002376201,0.0000013471,0.0009407511,0.0234781,0.0002794594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341732,0.0001142696,0.00001108875,0.02988608,0.00002541755,0.0006100945,0.00003124194,0.0000918604,0.03505672],"genre_scores_gemma":[0.990245,0.00004638121,0.00003414701,0.008916842,0.00006021721,0.00003526397,0.00002319742,0.00002194921,0.0006169571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05607182,"threshold_uncertainty_score":0.8630685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06325526998205655,"score_gpt":0.2997888220761129,"score_spread":0.2365335520940564,"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."}}