{"id":"W4393951288","doi":"10.32920/25461121","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":2024,"lang":"en","type":"preprint","venue":"","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"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; Government of Canada; Canadian Blood Services","keywords":"Deferral; Demography; Psychology; Demographic economics; Political science; Sociology; Economics; Finance","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":[0.001010554,0.0002029355,0.0003845917,0.0007889501,0.004243462,0.001777875,0.001212012,0.0004726104,0.00439691],"category_scores_gemma":[0.003749102,0.0003627285,0.0006129807,0.001718772,0.001149323,0.0009154628,0.001502009,0.001067006,0.0003080293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01819616,"about_ca_system_score_gemma":0.02819042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852833,"about_ca_topic_score_gemma":0.9946465,"domain_scores_codex":[0.9984943,0.0001352061,0.00007406942,0.000160309,0.0004582602,0.0006779595],"domain_scores_gemma":[0.997036,0.0002698567,0.000689466,0.00007819348,0.0007444639,0.00118196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000146486,0.0001171132,0.9460843,0.00009234325,0.00004191166,0.0002433665,0.03497387,0.00005326633,0.0002113119,0.000455818,0.006106558,0.01147371],"study_design_scores_gemma":[0.00001269305,0.00005072933,0.944587,0.0001880243,0.00002510771,0.00009932547,0.05045629,0.0001888641,0.00005444331,0.00006390583,0.004240751,0.0000328758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928015,0.0004756697,0.00004583324,0.001071852,0.00001930365,0.00007815562,0.001398324,0.000004860289,0.004104536],"genre_scores_gemma":[0.9956847,0.0006047181,0.00009727262,0.00051338,0.000009587717,0.00005256896,0.0006071885,0.000005694702,0.002424811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01819616,"threshold_uncertainty_score":0.132023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413577604275045,"score_gpt":0.27512434246894,"score_spread":0.2409885664261895,"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."}}