{"id":"W3096130402","doi":"10.1186/s12961-020-00643-4","title":"Barriers and enablers to source plasma donation by gay, bisexual and other men who have sex with men under revised eligibility criteria: protocol for a multiple stakeholder feasibility study","year":2020,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université du Québec à Montréal; Canadian Blood Services; Ottawa Public Health; Héma-Québec; Ottawa Hospital; University of Ottawa","funders":"Canadian Blood Services","keywords":"Men who have sex with men; Deferral; Donation; Stakeholder; Medicine; Family medicine; Business; Public relations; Political science; Human immunodeficiency virus (HIV); Accounting","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":[0.04964339,0.002453057,0.00301959,0.002742964,0.006465502,0.004117482,0.003988192,0.004091546,0.05991236],"category_scores_gemma":[0.03294361,0.003321972,0.004211165,0.002364356,0.003003458,0.003666456,0.004484612,0.008173455,0.009725196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008190922,"about_ca_system_score_gemma":0.04115692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0153345,"about_ca_topic_score_gemma":0.03296741,"domain_scores_codex":[0.9852902,0.008364812,0.001768127,0.0008915248,0.001307134,0.00237817],"domain_scores_gemma":[0.9746916,0.008815291,0.002518749,0.002370683,0.008947931,0.002655725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.06281456,0.08650964,0.02862478,0.06871391,0.001042054,0.005152648,0.140907,0.008685422,0.0086819,0.03488751,0.2135155,0.340465],"study_design_scores_gemma":[0.09188737,0.04504383,0.09329027,0.04149825,0.001023229,0.001076032,0.1712695,0.006923874,0.006626485,0.03396339,0.5060128,0.001385017],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005357489,0.00008444196,0.001529535,0.0002979915,0.00008348716,0.9900053,0.001383504,0.00002133273,0.00123687],"genre_scores_gemma":[0.001990312,0.00008619333,0.002221165,0.0001595524,0.00001028026,0.9950318,0.00016193,0.000002500028,0.000336154],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05991236,"threshold_uncertainty_score":0.2625424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4267366210128657,"score_gpt":0.4977403707753594,"score_spread":0.07100374976249368,"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."}}