{"id":"W4389978545","doi":"10.56936/18290825-2023.17.f-84","title":"IMPROVEMENT OF ENZYME IMMUNODETECTION IN THE LABORATORY DIAGNOSIS OF HEPATITIS E VIRUS","year":2023,"lang":"en","type":"article","venue":"THE NEW ARMENIAN MEDICAL JOURNAL","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Checklist; Systematic review; Randomized controlled trial; Immunoassay; Serology; Meta-analysis; MEDLINE; Internal medicine; Immunology; Antibody; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002938045,0.0001017621,0.0003872293,0.0001124817,0.0001033903,0.000004911017,0.0002526785,0.00009548115,0.0005215935],"category_scores_gemma":[0.001664838,0.00005201624,0.0001191977,0.0004819613,0.0002135235,0.00003218218,0.00007601797,0.0006000745,0.00002329955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006564833,"about_ca_system_score_gemma":0.0003011263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004440475,"about_ca_topic_score_gemma":0.001977952,"domain_scores_codex":[0.9979769,0.0002986978,0.0007074822,0.0001010207,0.0006286468,0.0002872311],"domain_scores_gemma":[0.9986428,0.0006793523,0.0002406552,0.0002170605,0.00007874888,0.000141403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000479583,0.0004244533,0.5295302,0.000150615,0.0005024978,0.0004748212,0.007490035,0.00003754866,0.02032612,0.0002752083,0.1970405,0.2432684],"study_design_scores_gemma":[0.004457905,0.003167652,0.9145015,0.0008176916,0.0002465446,0.0003591788,0.002126054,0.0006398527,0.01450226,0.002354463,0.0566275,0.0001993927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731384,0.0008766986,0.0001227881,0.0249715,0.0004437653,0.0001937007,0.00001444436,0.00001192323,0.0002267896],"genre_scores_gemma":[0.9413674,0.05398974,0.00004866376,0.003954642,0.000552728,0.00002564208,0.000002394842,0.00001164903,0.00004717063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3849713,"threshold_uncertainty_score":0.6712699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231749196835073,"score_gpt":0.3099704521579049,"score_spread":0.2867955324743976,"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."}}