{"id":"W4384662190","doi":"10.1111/vox.13493","title":"Risk of variant <scp>Creutzfeldt</scp>–<scp>Jakob</scp> disease in a simulated cohort of Canadian blood donors","year":2023,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Prion Diseases and Protein Misfolding","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Héma-Québec","funders":"","keywords":"Deferral; Medicine; Cohort; Blood transfusion; Confidence interval; Cohort study; Demography; Surgery; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004457256,0.0002472634,0.0003351768,0.0005340714,0.00007994704,0.00002120301,0.0003760724,0.000228433,0.00002990429],"category_scores_gemma":[0.0023928,0.0002556799,0.0002343782,0.001040493,0.00009897295,0.00000692601,0.0001551488,0.0001444352,0.000020647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000203399,"about_ca_system_score_gemma":0.0004723054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04932279,"about_ca_topic_score_gemma":0.01210446,"domain_scores_codex":[0.9980804,0.000153504,0.0004860925,0.0004906678,0.0002317703,0.0005576016],"domain_scores_gemma":[0.9982851,0.0001618178,0.000234277,0.0006525447,0.0001307216,0.0005355866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004572104,0.0002951165,0.8803694,0.000241469,0.0007341612,0.0003844351,0.0006033381,0.006889433,0.09828751,0.000170827,0.01017352,0.001805024],"study_design_scores_gemma":[0.003073689,0.000527076,0.7631186,0.000236477,0.0007071377,0.000008944731,0.000783788,0.002886989,0.1479692,0.0007372622,0.07968004,0.0002708932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928628,0.004396094,0.00001697455,0.00003903805,0.0001259333,0.0004640289,0.0009600422,0.00002875775,0.001106296],"genre_scores_gemma":[0.9939867,0.004800318,0.0001117679,0.00009838985,0.0001098495,0.00003297225,0.0003958062,0.00004531534,0.0004188898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1172509,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007518650870762014,"score_gpt":0.2273983461942329,"score_spread":0.2198796953234708,"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."}}