{"id":"W2965752833","doi":"10.1111/vox.12826","title":"Changing the deferral for men who have sex with men – an improved model to estimate HIV residual risk","year":2019,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Héma-Québec","funders":"Australian Government","keywords":"Deferral; Men who have sex with men; Residual risk; Medicine; Demography; Incidence (geometry); Human immunodeficiency virus (HIV); Confidence interval; Internal medicine; Virology; Mathematics; Economics","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":[0.003027338,0.001056661,0.001304228,0.001076927,0.0004595934,0.001800062,0.002327694,0.001574709,0.003717088],"category_scores_gemma":[0.006786827,0.0009186403,0.002607652,0.0006001056,0.0004674116,0.001011201,0.00107445,0.001729024,0.0003582633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243537,"about_ca_system_score_gemma":0.002886638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0571969,"about_ca_topic_score_gemma":0.02682776,"domain_scores_codex":[0.9991233,0.0004422583,0.0000502439,0.0001493948,0.00009254329,0.0001422249],"domain_scores_gemma":[0.9963657,0.002554516,0.0003960179,0.0001288756,0.0004440731,0.0001107913],"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":[0.00006052919,0.00002893515,0.003087895,0.00001776404,0.00004861477,0.00003899663,0.0000234248,0.9948154,0.00008577692,0.0004320736,0.000110397,0.001250245],"study_design_scores_gemma":[0.00002543373,0.00005245768,0.0006853213,0.000007431869,0.0000388583,0.00001508269,0.00001191819,0.9984175,0.00005196597,0.0005211256,0.0001649758,0.00000794379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7560962,0.0007643469,0.2269839,0.001516024,0.0001180992,0.0004849976,0.002144647,0.0006777682,0.01121419],"genre_scores_gemma":[0.9685582,0.0002495285,0.02669358,0.0001490404,0.00003873048,0.000276071,0.0007701822,0.00005347008,0.003211237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0571969,"threshold_uncertainty_score":0.113728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035118253783446,"score_gpt":0.2751935168329199,"score_spread":0.2548423342950855,"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."}}