{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852095,0.0007008567,0.0006087358,0.0007173468,0.001593599,0.001156437,0.002039373,0.001198572,0.003112432],"category_scores_gemma":[0.005916266,0.0004624063,0.001119356,0.0007615482,0.0007968886,0.0003311397,0.000631269,0.0008821965,0.0002970692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01371418,"about_ca_system_score_gemma":0.00916391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8958307,"about_ca_topic_score_gemma":0.7874361,"domain_scores_codex":[0.999443,0.0001723638,0.0000204564,0.000119002,0.00008037062,0.0001647561],"domain_scores_gemma":[0.9971706,0.001121462,0.0003289673,0.000198618,0.0007390436,0.0004413161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007486137,0.0002740021,0.2808604,0.00005317665,0.0003507173,0.0006534094,0.0004177515,0.7037169,0.0004542426,0.003673907,0.00409905,0.004697834],"study_design_scores_gemma":[0.0003692536,0.0003779639,0.05708544,0.00006951329,0.000220196,0.0003887203,0.000635343,0.9359624,0.0004480266,0.001856985,0.002482019,0.0001041035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918163,0.00014139,0.002305038,0.0005124258,0.00002022621,0.00008860711,0.00257849,0.00004163524,0.002495964],"genre_scores_gemma":[0.9952524,0.0001185221,0.00149535,0.00009636439,0.000006041407,0.00005668191,0.001523974,0.000009551018,0.001441136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041693,"threshold_uncertainty_score":0.2095655,"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."}}