{"id":"W4225135403","doi":"10.1186/s12889-022-13229-2","title":"A mixed methods investigation of the relationship between blood donor policy, interest in donation, and willingness to donate among gay, bisexual, and other men who have sex with men in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Victoria; University of Manitoba; Ontario HIV Treatment Network; Toronto Metropolitan University; University of Toronto; York University","funders":"Michael Smith Health Research BC; Ontario HIV Treatment Network; Government of Canada; Canadian Blood Services","keywords":"Medicine; Biostatistics; Blood donor; Public health; Donation; Family medicine; Demography; Gerontology; Nursing; Law","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":[0.002976346,0.0001300879,0.0002301981,0.0005094423,0.0002863797,0.0001524474,0.0001776341,0.00003713782,0.00003830477],"category_scores_gemma":[0.0004225094,0.0001065765,0.000009808748,0.001185431,0.00006274764,0.0007043279,0.0001715411,0.0003043123,1.325659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365511,"about_ca_system_score_gemma":0.001616766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9751295,"about_ca_topic_score_gemma":0.9957756,"domain_scores_codex":[0.9983448,0.000398322,0.0004641736,0.0002867909,0.0002739177,0.0002320447],"domain_scores_gemma":[0.9988514,0.0004668401,0.0003706044,0.000167134,0.00008540902,0.00005866244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001400434,0.0000305041,0.9860582,0.00009530412,0.00001232439,3.878324e-7,0.00170935,0.00006310052,0.000002380945,0.01056372,0.0004209175,0.001029758],"study_design_scores_gemma":[0.001020157,0.00002057046,0.984296,0.00003620143,0.00001369227,0.000001484018,0.002927911,0.0008245361,0.000004695001,0.001181039,0.009557224,0.0001164566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712745,0.00002494772,0.0002419846,0.02574265,0.00002649139,0.0006049662,0.00001136144,0.00001408725,0.002059011],"genre_scores_gemma":[0.9962612,0.00000124345,0.0005848105,0.002579009,0.00004134611,0.00008987198,0.00002312274,0.00001752846,0.0004019065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02498666,"threshold_uncertainty_score":0.4346062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387019845396815,"score_gpt":0.3315965863158284,"score_spread":0.1928946017761469,"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."}}