{"id":"W2783101669","doi":"10.13162/hro-ors.v6i1.3220","title":"Regulating the Risk of Blood-borne Related Infections: Men Who Have Sex with Men Deferral Policy","year":2018,"lang":"en","type":"article","venue":"Health Reform Observer - Observatoire des Réformes de Santé","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Deferral; Men who have sex with men; Medicine; Demography; Human immunodeficiency virus (HIV); Immunology; Business; Syphilis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001978485,0.0004062352,0.0005378328,0.0003057549,0.001793781,0.0002617899,0.000479558,0.0001953619,0.0001597467],"category_scores_gemma":[0.0003096097,0.0002575563,0.0001559543,0.001605554,0.0005764384,0.002932787,0.0001921564,0.000516259,0.00004065182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700616,"about_ca_system_score_gemma":0.0003976899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04168618,"about_ca_topic_score_gemma":0.01210081,"domain_scores_codex":[0.9969531,0.0001409823,0.001009535,0.0004676117,0.0005804932,0.0008482345],"domain_scores_gemma":[0.9971583,0.0001606522,0.001346392,0.0006828538,0.0005666641,0.0000851546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002908458,0.0004055299,0.9078615,0.001001748,0.0006671851,0.000006014716,0.003084826,0.0001366364,0.00004438246,0.02526901,0.001887876,0.05934442],"study_design_scores_gemma":[0.002564305,0.0003452255,0.9415299,0.0004028161,0.000385477,0.00005169064,0.004365202,0.01924558,0.0002980606,0.009369749,0.02098421,0.0004577487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.893093,0.0005661506,0.0001534087,0.005903862,0.00006448643,0.0008404666,0.00002054166,0.0002876594,0.0990704],"genre_scores_gemma":[0.9921968,0.000747045,0.0008512996,0.003266676,0.0007030541,0.00006891968,0.00005403438,0.00008373457,0.00202841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09910381,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257110258533731,"score_gpt":0.2842860070973747,"score_spread":0.2585749812440016,"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."}}