{"id":"W2201602452","doi":"10.1111/trf.13445","title":"Impact of a 5‐year deferral from blood donation for men who have sex with men","year":2015,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Deferral; Medicine; Men who have sex with men; Blood donor; Human immunodeficiency virus (HIV); Demography; Donation; Family medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000340869,0.0001774292,0.000240261,0.0001874903,0.0001005941,0.00011214,0.0001491909,0.00009009639,0.0003411403],"category_scores_gemma":[0.00003729265,0.000133321,0.0001038585,0.0002317883,0.00004250042,0.001231906,0.00001704066,0.00009873608,0.00002039574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001820799,"about_ca_system_score_gemma":0.00005641392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006701224,"about_ca_topic_score_gemma":0.0007647975,"domain_scores_codex":[0.9988635,0.00001760943,0.0002597795,0.0002783519,0.0003977253,0.0001830335],"domain_scores_gemma":[0.9992186,0.00006793782,0.0001672159,0.0001771646,0.0003372052,0.0000318987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01327665,0.004157052,0.8163289,0.0006124807,0.002084777,0.00002553969,0.008802566,0.002233376,0.03352081,0.02353438,0.03898771,0.05643576],"study_design_scores_gemma":[0.1005343,0.002761248,0.626435,0.000558461,0.005639001,0.00002004745,0.01574851,0.1534426,0.017525,0.02574137,0.04858138,0.00301303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894318,0.00004270493,0.005544786,0.0009215831,0.00003820912,0.0006906786,0.00003741489,0.00009506628,0.09831151],"genre_scores_gemma":[0.9981562,0.00002719975,0.000569997,0.0001159812,0.0002668341,0.0000348236,0.0001504637,0.00003271141,0.0006457156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1898938,"threshold_uncertainty_score":0.9999132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959497596637623,"score_gpt":0.2692599366551895,"score_spread":0.2396649606888133,"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."}}