{"id":"W2990741562","doi":"10.1111/vox.12867","title":"HIV residual risk in Canada under a three‐month deferral for men who have sex with men","year":2019,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Deferral; Residual risk; Human immunodeficiency virus (HIV); Medicine; Men who have sex with men; Demography; Residual; Internal medicine; Family medicine; Economics; Computer science","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":[0.001803529,0.0002811433,0.0003895793,0.0004636417,0.0009986032,0.001318982,0.001202478,0.0006256317,0.001576636],"category_scores_gemma":[0.003930231,0.0002838035,0.0008830517,0.0007086594,0.0007165427,0.0003778996,0.0007193259,0.0008582036,0.00009937441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02866752,"about_ca_system_score_gemma":0.03110527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775087,"about_ca_topic_score_gemma":0.9657518,"domain_scores_codex":[0.9987514,0.0003019582,0.00003815161,0.0001516502,0.0003344898,0.0004224212],"domain_scores_gemma":[0.9982039,0.0004380547,0.0003985662,0.00008431892,0.0005542362,0.0003209642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006895153,0.000160032,0.8283427,0.0001516357,0.0003567956,0.0004960095,0.0007412278,0.1472254,0.0004095409,0.005087337,0.002264675,0.01407526],"study_design_scores_gemma":[0.0002258202,0.0008269188,0.678622,0.0003009271,0.0003998148,0.0007141683,0.001857042,0.3049524,0.000890652,0.00307635,0.007991641,0.0001423427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914568,0.0007715598,0.001426314,0.0009147927,0.00001414641,0.00006775915,0.002337054,0.00006290877,0.002948663],"genre_scores_gemma":[0.9980842,0.0001780705,0.0005518968,0.00006912154,0.0000022887,0.00001016275,0.0005139389,0.000004081231,0.0005863128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02866752,"threshold_uncertainty_score":0.2079984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464573867409808,"score_gpt":0.2223361472508217,"score_spread":0.2076904085767236,"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."}}