{"id":"W2294416822","doi":"10.1111/trf.13541","title":"The risk of allowing blood donation from men having sex with men after a temporary deferral: predictions versus reality","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Deferral; Donation; Men who have sex with men; Demography; Human immunodeficiency virus (HIV); Medicine; Epidemiology; Blood donor; Developed country; Blood donations; Virology; Environmental health; Immunology; Economics; Internal medicine; Population; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006679982,0.0001766678,0.0001659652,0.0001156878,0.0004613373,0.0001298195,0.0001915,0.00008702961,0.0003194815],"category_scores_gemma":[0.00007622931,0.0000973525,0.00008651174,0.0002971323,0.000104433,0.001676168,0.00003694531,0.0001509671,0.00002063358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001584407,"about_ca_system_score_gemma":0.00002971531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007071894,"about_ca_topic_score_gemma":0.003434004,"domain_scores_codex":[0.9985532,0.00007360602,0.0003576137,0.0003324488,0.0004915653,0.0001915888],"domain_scores_gemma":[0.9988504,0.0004273654,0.0002331722,0.0003165644,0.0001516337,0.00002085826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01308341,0.00157359,0.7698659,0.0002359374,0.002228841,0.00004287588,0.002873029,0.0002094939,0.03064371,0.007046171,0.00348148,0.1687155],"study_design_scores_gemma":[0.02345027,0.0002623289,0.8867875,0.0005605461,0.004073473,0.000004320711,0.005063356,0.005102105,0.004889169,0.004583141,0.06423585,0.0009879202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485659,0.0001332104,0.005757344,0.005715261,0.0002193646,0.0005030067,0.00005034525,0.0002163692,0.0388392],"genre_scores_gemma":[0.9986338,0.000517297,0.0001325853,0.00007521152,0.0002464119,0.00006056862,0.00002839084,0.00002748143,0.0002782389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677276,"threshold_uncertainty_score":0.9995401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965500474763267,"score_gpt":0.2349234786256577,"score_spread":0.215268473878025,"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."}}