{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004936385,0.0006098953,0.0004283679,0.0005335708,0.000410905,0.002336806,0.001409833,0.00160772,0.002143947],"category_scores_gemma":[0.01929512,0.0003331596,0.0007617395,0.0002927194,0.001566019,0.001900245,0.0007346208,0.001171811,0.0001597962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002442511,"about_ca_system_score_gemma":0.001839869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02437844,"about_ca_topic_score_gemma":0.01261988,"domain_scores_codex":[0.9983102,0.0008515171,0.00007238139,0.0002572217,0.0001914149,0.0003173037],"domain_scores_gemma":[0.9769875,0.0181289,0.003042752,0.0004922653,0.0007871127,0.000561483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007253996,0.0003163281,0.2049316,0.0001866256,0.0001609295,0.0005357095,0.0004720476,0.7655361,0.000331503,0.0166725,0.00173086,0.008400454],"study_design_scores_gemma":[0.0001264101,0.001117624,0.08320055,0.0001426895,0.0002187748,0.0004418674,0.002024965,0.8769011,0.000804588,0.03388446,0.00104053,0.00009636054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848722,0.0003438466,0.005855351,0.002989139,0.00005221336,0.00005287878,0.0003519555,0.00003410632,0.005448296],"genre_scores_gemma":[0.9989139,0.000105756,0.0005519073,0.00008494861,0.00001280214,0.00001308911,0.00007665667,0.000001492016,0.0002393944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02437844,"threshold_uncertainty_score":0.04847312,"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."}}