{"id":"W4401480443","doi":"10.1111/trf.17981","title":"Implementing pathogen reduction technology while discontinuing blood donor deferral criteria for sexual risk behaviors: A simulation study","year":2024,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa; Université de Sherbrooke; Héma-Québec","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deferral; Residual risk; Medicine; Hepatitis C virus; Blood transfusion; Transmission (telecommunications); Human immunodeficiency virus (HIV); Hepatitis B virus; Virus; Blood donor; Immunology; Virology; Internal medicine","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":[0.003694195,0.001175234,0.0008008349,0.001141771,0.001360935,0.001283166,0.001820478,0.0017903,0.004038521],"category_scores_gemma":[0.01092724,0.0005753203,0.002061733,0.001121559,0.000912572,0.0008843548,0.0009565412,0.001597159,0.0001899247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01318154,"about_ca_system_score_gemma":0.01312418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6431509,"about_ca_topic_score_gemma":0.5255045,"domain_scores_codex":[0.998412,0.0007084673,0.00005190699,0.0001677377,0.0001638591,0.0004960221],"domain_scores_gemma":[0.9881567,0.008134178,0.001156538,0.0003662844,0.00143521,0.0007509498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007653687,0.001920078,0.07324727,0.000177597,0.0003832468,0.0005341229,0.0002916305,0.9099197,0.0003747822,0.003708045,0.001284759,0.00739346],"study_design_scores_gemma":[0.0005937847,0.001157996,0.02310857,0.00007351553,0.0004059954,0.00009531415,0.0008696601,0.9704126,0.0004311073,0.001627489,0.001158608,0.00006542455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876424,0.00025795,0.00506172,0.0004672554,0.00002122139,0.0004833891,0.001075836,0.00004061645,0.004949631],"genre_scores_gemma":[0.9947439,0.0002498635,0.003229599,0.00008389549,0.000007512999,0.000208731,0.0004796574,0.000005593302,0.0009911865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6431509,"threshold_uncertainty_score":0.7179013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438096053074988,"score_gpt":0.3179171759860971,"score_spread":0.2835362154553472,"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."}}