{"id":"W2909631729","doi":"10.1111/trf.15098","title":"Compliance with time‐based deferrals for men who have sex with men","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Ottawa Public Health; University of Ottawa","funders":"","keywords":"Deferral; Medicine; Men who have sex with men; Demography; Incidence (geometry); Human immunodeficiency virus (HIV); Surgery; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002859679,0.0002279899,0.0002743441,0.000146196,0.000219834,0.0002059661,0.0001916962,0.00007243522,0.001374635],"category_scores_gemma":[0.000006124744,0.0001634362,0.000054415,0.000256831,0.00004114751,0.001097638,0.00001177052,0.0001257387,0.0003938634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001266011,"about_ca_system_score_gemma":0.00003163006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003129889,"about_ca_topic_score_gemma":0.0002182315,"domain_scores_codex":[0.9987268,0.00001390512,0.0002022578,0.0004158629,0.0003696912,0.0002714798],"domain_scores_gemma":[0.9992853,0.0001029938,0.000130719,0.0002621925,0.0001965059,0.00002223855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04071178,0.005546523,0.4382209,0.01082539,0.001758286,0.0001127828,0.003339074,0.01648866,0.09598242,0.05437337,0.1363306,0.1963101],"study_design_scores_gemma":[0.03062225,0.00080602,0.03066336,0.0009120507,0.0008623032,0.00001315276,0.001876465,0.4817804,0.01011577,0.0007947169,0.4396505,0.0019031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2393554,0.0000473932,0.02289922,0.007205526,0.00005283279,0.002802009,0.0000179418,0.0003554293,0.7272642],"genre_scores_gemma":[0.9774297,0.00001492309,0.001319081,0.002780795,0.0001842731,0.0001144536,0.0001122667,0.00007743968,0.01796705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7380743,"threshold_uncertainty_score":0.9995382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860767287476644,"score_gpt":0.2552923110293781,"score_spread":0.2266846381546117,"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."}}