{"id":"W2900069640","doi":"10.1111/vox.12722","title":"Human T‐cell lymphotropic virus: A simulation model to estimate residual risk with universal leucoreduction and testing strategies in Canada","year":2018,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Héma-Québec; Ottawa Public Health; University of Ottawa","funders":"Canadian Blood Services","keywords":"Residual risk; Virology; Medicine; Risk assessment; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002001562,0.001331227,0.001174335,0.001272344,0.001693971,0.00201997,0.002790168,0.00177858,0.00447696],"category_scores_gemma":[0.006564122,0.0008336786,0.001523307,0.001412141,0.001517731,0.0007895747,0.001176549,0.001557371,0.0002855054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02465526,"about_ca_system_score_gemma":0.02177081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9560848,"about_ca_topic_score_gemma":0.8565261,"domain_scores_codex":[0.9991547,0.0002703801,0.0000263406,0.0001097312,0.000107532,0.0003313758],"domain_scores_gemma":[0.9951354,0.002780386,0.0003609827,0.0001057991,0.001202453,0.0004150495],"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":[0.0001116618,0.00002989196,0.004348367,0.00001472772,0.00002953923,0.00005790703,0.00002744349,0.9924395,0.00006059848,0.001698332,0.0005144697,0.000667522],"study_design_scores_gemma":[0.00006368656,0.0000320597,0.00101392,0.000007688431,0.00002329905,0.00001036411,0.0000522591,0.9979035,0.00004276864,0.0004726807,0.0003647669,0.00001305256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353839,0.0009678068,0.02717834,0.002278419,0.0001033081,0.0005230483,0.00643123,0.0003463823,0.02678748],"genre_scores_gemma":[0.9823659,0.0004304125,0.006679073,0.0001659674,0.00001624248,0.000170183,0.001806717,0.00003320232,0.008332318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04391515,"threshold_uncertainty_score":0.1788872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702887274893863,"score_gpt":0.2536718818831216,"score_spread":0.236643009134183,"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."}}