{"id":"W2951280468","doi":"10.1186/s12889-019-7123-4","title":"Gay and bisexual men’s views on reforming blood donation policy in Canada: a qualitative study","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Community Based Research Centre; Ontario HIV Treatment Network; Simon Fraser University; McGill University Health Centre; Public Health Ontario; Toronto Metropolitan University; Michael Smith Health Research BC; University of Toronto","funders":"Canadian Institutes of Health Research; Health Canada; Ontario HIV Treatment Network; Canadian Blood Services; Australian Government","keywords":"Medicine; Biostatistics; Qualitative research; Public health; Blood donor; Donation; Epidemiology; Public policy; Family medicine; Gender studies; Nursing; Immunology; Internal medicine; Law; Sociology; Social science; Political science","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":[0.009562733,0.0005368837,0.0007558859,0.002166936,0.03274973,0.007459863,0.002902196,0.002396239,0.003388999],"category_scores_gemma":[0.01245193,0.0006509651,0.0004332803,0.004572386,0.01504911,0.002161465,0.005838781,0.004045176,0.0001885774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09912329,"about_ca_system_score_gemma":0.1529696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.965398,"about_ca_topic_score_gemma":0.9783407,"domain_scores_codex":[0.9922228,0.003241439,0.0001954144,0.0005381813,0.001071774,0.002730424],"domain_scores_gemma":[0.9857892,0.006241354,0.0008933648,0.0002533784,0.002616212,0.004206458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002225225,0.00002720229,0.004006483,0.00009064128,0.000003186374,0.000359852,0.9902485,0.00004153819,0.0002723249,0.001672016,0.0008377697,0.002418199],"study_design_scores_gemma":[0.000002114886,0.000009953092,0.002077339,0.0001239158,0.000002640916,0.0000319815,0.9911242,0.0000552093,0.00005923003,0.00009339437,0.006409505,0.00001058251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976999,0.001600563,0.0006911583,0.007857679,0.0001065616,0.0002896141,0.0003192763,0.00001794308,0.01211816],"genre_scores_gemma":[0.9925045,0.001159412,0.0004295925,0.002017227,0.00001519789,0.0001522302,0.00009455759,0.00001650597,0.003610843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09912329,"threshold_uncertainty_score":0.7191932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09988706252638214,"score_gpt":0.3707640104472762,"score_spread":0.2708769479208941,"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."}}