{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005375647,0.0001961597,0.0003713132,0.0002406099,0.000797335,0.0008908722,0.0001144946,0.00007262914,0.00002289687],"category_scores_gemma":[0.001295318,0.0001515252,0.0000139357,0.0004363177,0.0001253919,0.0006477379,0.0001071322,0.0002238521,0.000002262327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007877823,"about_ca_system_score_gemma":0.0002298425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01539771,"about_ca_topic_score_gemma":0.001130298,"domain_scores_codex":[0.997192,0.0005053417,0.0004540797,0.0006849032,0.0006498024,0.0005138473],"domain_scores_gemma":[0.9984497,0.0005113103,0.0001728295,0.0002093289,0.0003693284,0.0002874704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0152211,0.001508089,0.6341344,0.03541357,0.0004587034,0.000007626733,0.04041196,0.000243378,0.0009171201,0.005532147,0.251455,0.01469691],"study_design_scores_gemma":[0.02450867,0.002268204,0.0238422,0.0003653859,0.00004311279,0.000006368735,0.130521,0.1409755,0.00003868948,0.0002163182,0.6765134,0.0007010617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5695589,0.00009839522,0.001499772,0.07592038,0.00002291974,0.3449424,0.0001928584,0.0001845394,0.007579804],"genre_scores_gemma":[0.9540947,0.000005112419,0.00003015229,0.004290199,0.0003541446,0.04019784,0.000008104784,0.00003879064,0.0009809366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6102922,"threshold_uncertainty_score":0.9911588,"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."}}