{"id":"W3183030458","doi":"10.1111/vox.13176","title":"<scp>HIV</scp> residual risk in Canada for apheresis source plasma donation without deferral for men who have sex with men","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Héma-Québec","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Blood Services","keywords":"Deferral; Residual risk; Men who have sex with men; Medicine; Donation; Viral load; Demography; Confidence interval; Immunology; Human immunodeficiency virus (HIV); Internal medicine; Virology; Business; Syphilis; Economics","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":[0.0004232882,0.000224169,0.0002861366,0.0001731127,0.0002930511,0.0002976015,0.0001814654,0.00008468671,0.0001043053],"category_scores_gemma":[0.0006174123,0.0002048975,0.00005766829,0.0003483759,0.00003179145,0.0007073823,0.00004983221,0.000152,0.0000107176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000780433,"about_ca_system_score_gemma":0.0003699347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2838686,"about_ca_topic_score_gemma":0.878643,"domain_scores_codex":[0.9983988,0.00003760666,0.0003411088,0.0004481658,0.0004069161,0.0003674446],"domain_scores_gemma":[0.9985483,0.0005523328,0.0003101194,0.0002197131,0.0003388451,0.00003072798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004717507,0.0002728437,0.4655581,0.0005289355,0.0004535677,0.00003886477,0.001917711,0.002102023,0.0001787257,0.004476467,0.5000759,0.02392503],"study_design_scores_gemma":[0.008303226,0.00005075495,0.05731151,0.00009125021,0.0004873942,0.00000727322,0.03699847,0.07714479,0.00246379,0.0009351104,0.8158299,0.000376573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901775,0.0002131068,0.00593686,0.005566967,0.0001701721,0.001642608,0.0002210587,0.000145185,0.1959265],"genre_scores_gemma":[0.975723,0.00002286016,0.002287571,0.001495916,0.000604989,0.00015878,0.0002922226,0.00007814007,0.01933651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5947744,"threshold_uncertainty_score":0.8355476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511930896134576,"score_gpt":0.2280732381779624,"score_spread":0.2129539292166167,"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."}}