{"id":"W1848241700","doi":"10.5858/2000-124-1324-ppfebv","title":"Proportion Positive for Epstein-Barr Virus, Cytomegalovirus, Human Herpesvirus 6, Toxoplasma, and Human Immunodeficiency Virus Types 1 and 2 in Heterophile-Negative Patients With an Absolute Lymphocytosis or an Instrument-Generated Atypical Lymphocyte Flag","year":2000,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Canadian Blood Services; BC Cancer Agency","funders":"","keywords":"Lymphocytosis; Medicine; Virology; Serology; Immunology; Population; Heterophile; Cytomegalovirus; Lymphocyte; Antibody; Virus; Herpesviridae; Viral disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004921875,0.0003438809,0.0002926401,0.001017755,0.0003396099,0.0004730634,0.0003203349,0.0005780119,0.002905534],"category_scores_gemma":[0.002933967,0.0003349326,0.0002427364,0.0003681689,0.0005249122,0.0005059938,0.0004302133,0.000372316,0.0004391948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017309,"about_ca_system_score_gemma":0.000193945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001467,"about_ca_topic_score_gemma":0.001008517,"domain_scores_codex":[0.9994929,0.0001324371,0.00006253353,0.0001316903,0.00009817136,0.00008221273],"domain_scores_gemma":[0.9982803,0.0004881123,0.000642287,0.00008652727,0.0001395891,0.0003632708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000951127,0.00002982065,0.9989129,0.000003182404,0.000008711729,0.0002019852,0.00003005763,0.00001833325,0.0002452202,0.000005290723,0.00003377243,0.0004156738],"study_design_scores_gemma":[0.00002835575,0.0004344681,0.9951646,0.000004958385,0.00002194713,0.003399894,0.0002323053,0.0003413181,0.0002603173,0.00002147618,0.00008491141,0.000005391544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996973,0.00004769495,0.0000342049,0.00001236078,0.00000179883,0.000004053108,0.00003699895,0.000002415725,0.0001633201],"genre_scores_gemma":[0.9998198,0.00001937941,0.0000397741,0.00001824314,0.000005329862,0.000004299201,0.00005381599,8.951297e-7,0.00003849277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002905534,"threshold_uncertainty_score":0.009720027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807342766521438,"score_gpt":0.2929260079891439,"score_spread":0.2748525803239296,"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."}}