{"id":"W2605596989","doi":"10.1111/trf.14089","title":"Hepatitis E in Canadian blood donors","year":2017,"lang":"en","type":"article","venue":"Transfusion","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Héma-Québec; University of Toronto; Ottawa Public Health; University of Ottawa; Canadian Blood Services","funders":"","keywords":"Seroprevalence; Medicine; Hepatitis E virus; Odds ratio; Serology; Blood transfusion; Confidence interval; Antibody; Population; Hepatitis E; Immunology; Hepatitis C virus; Virology; Internal medicine; Virus; Environmental health; Genotype; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001950019,0.000080677,0.0002424073,0.00008106902,0.0002746906,0.000008929833,0.00008118741,0.00009193239,0.0003324379],"category_scores_gemma":[0.0001698816,0.00007037551,0.00005191219,0.00003110615,0.00006483321,0.00004680586,0.00001220196,0.000137284,0.00005866586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007030128,"about_ca_system_score_gemma":0.0001089333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920049,"about_ca_topic_score_gemma":0.9981918,"domain_scores_codex":[0.9992399,0.00002261073,0.0001656315,0.0001682859,0.00005917975,0.0003443944],"domain_scores_gemma":[0.999406,0.00002308264,0.0000251377,0.0003059449,0.00002078961,0.0002190276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001778294,0.00002565541,0.9923195,0.00001681273,0.00001323018,0.0001991363,0.0001966657,8.819594e-7,0.0003479745,0.0002552487,0.0005191644,0.006088],"study_design_scores_gemma":[0.0009658172,0.0001341322,0.9822579,0.00007109439,0.00002999909,0.00002125674,0.00001123817,0.0001014968,0.0001477425,0.00008644154,0.01610039,0.00007247958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590091,0.0001379397,0.00001371283,0.005741864,0.0002167026,0.0001930136,0.00001012581,0.00001491807,0.0346627],"genre_scores_gemma":[0.9606316,0.03789964,0.0001468641,0.0009396705,0.00008831941,0.00001354192,0.000006868335,0.000009887976,0.0002636009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0377617,"threshold_uncertainty_score":0.3639962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204955051656135,"score_gpt":0.3049767988391516,"score_spread":0.2729272483225903,"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."}}