{"id":"W4389263916","doi":"10.1111/trf.17606","title":"Qualitative analysis of <scp>Canadian</scp> blood and plasma donors' views on expanding donor screening eligibility for gay, bisexual, and other men who have sex with men","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Canadian Blood Services; Carleton University; University of Toronto","funders":"","keywords":"Thematic analysis; Men who have sex with men; Medicine; Qualitative research; Blood transfusion; Demography; Family medicine; Gynecology; Psychology; Immunology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01283306,0.0006056593,0.0005362976,0.002126379,0.0139806,0.00331113,0.002212476,0.001223939,0.002792206],"category_scores_gemma":[0.02019376,0.0004136935,0.0003652782,0.003140297,0.01154497,0.001400277,0.003883008,0.002146102,0.0001939247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04563082,"about_ca_system_score_gemma":0.04495215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.686998,"about_ca_topic_score_gemma":0.714128,"domain_scores_codex":[0.9916781,0.004543585,0.0002311332,0.0004304536,0.001437179,0.001679615],"domain_scores_gemma":[0.9776576,0.01398469,0.001427375,0.0003484012,0.004422022,0.002160035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002983128,0.00001214112,0.001998579,0.0001028454,0.000001667327,0.0002103155,0.994065,0.00003427372,0.0004446628,0.0007707073,0.0004690664,0.001860865],"study_design_scores_gemma":[0.000002678004,0.00001209863,0.001767728,0.0000981151,0.00000224123,0.00004401776,0.9948672,0.00006256687,0.0001858715,0.0001024708,0.002846308,0.000008660779],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868875,0.0002808419,0.001441826,0.002141515,0.00004656691,0.0004134006,0.0004517789,0.00001717051,0.008319342],"genre_scores_gemma":[0.9945239,0.0003949517,0.0009152799,0.000676408,0.00001092578,0.0003429139,0.0001448172,0.00001260001,0.002978238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.313002,"threshold_uncertainty_score":0.6296908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07623322256802215,"score_gpt":0.3572361691181173,"score_spread":0.2810029465500952,"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."}}