{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161626,0.0001814934,0.000353915,0.0006799063,0.003662121,0.001511792,0.001111717,0.0004015809,0.003353676],"category_scores_gemma":[0.003996241,0.000295873,0.0005628371,0.001511087,0.001028569,0.000771068,0.001195154,0.0009530736,0.0002482412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01819135,"about_ca_system_score_gemma":0.02426381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840233,"about_ca_topic_score_gemma":0.9940758,"domain_scores_codex":[0.9985179,0.0001458604,0.00007202019,0.0001458716,0.000489169,0.000629066],"domain_scores_gemma":[0.9965777,0.0002943711,0.0008642721,0.0000915745,0.0008610544,0.001311022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001484346,0.0001235565,0.9557037,0.00008598145,0.00004022118,0.0001951156,0.02591603,0.00005138394,0.0002105908,0.0002632353,0.004517126,0.01274458],"study_design_scores_gemma":[0.000009669331,0.00005440454,0.9694675,0.0001350963,0.00002046045,0.0000750047,0.02694956,0.0001420886,0.00004993103,0.00003603308,0.003037142,0.00002316205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948587,0.0004498517,0.00003817414,0.0007949962,0.00001489877,0.00006287295,0.001007906,0.000004738714,0.00276771],"genre_scores_gemma":[0.9966043,0.0005080156,0.00008932556,0.0003771597,0.000009510512,0.00004006167,0.0004637812,0.000004167374,0.001903637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01819135,"threshold_uncertainty_score":0.1319881,"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."}}