{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02603194,0.0008161106,0.003711918,0.003427196,0.0002960536,0.002406897,0.001056152,0.001456874,0.002996461],"category_scores_gemma":[0.07471168,0.0004344464,0.006667173,0.002489567,0.0005689594,0.00255528,0.000866831,0.001372926,0.0002301784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002030039,"about_ca_system_score_gemma":0.004805696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002606344,"about_ca_topic_score_gemma":0.003559205,"domain_scores_codex":[0.9763583,0.01419124,0.004820501,0.001031497,0.003294101,0.0003044143],"domain_scores_gemma":[0.9445662,0.04163924,0.007553524,0.0008834329,0.005067326,0.0002903071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003524561,0.0003906663,0.004927474,0.646193,0.01631138,0.0001561079,0.0003414428,0.0005327417,0.001233274,0.0009897553,0.001829117,0.3235704],"study_design_scores_gemma":[0.005893572,0.008585976,0.03920906,0.6777221,0.2075097,0.001326816,0.0009010967,0.001451681,0.006496669,0.002508258,0.04822291,0.000172365],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008429438,0.9875537,0.0009335036,0.0008698891,0.0004504788,0.0005589075,0.0001717829,0.00001498527,0.001017278],"genre_scores_gemma":[0.2348853,0.7507169,0.00950518,0.00213156,0.0007268738,0.001330396,0.00029364,0.00001693055,0.0003931256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02603194,"threshold_uncertainty_score":0.1376717,"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."}}