{"id":"W2084426400","doi":"10.1097/olq.0b013e3181e2cdab","title":"Evaluation of a Novel Serology Algorithm to Detect Herpes Simplex Virus 1 or 2 Antibodies","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; Provincial Laboratory of Public Health","funders":"","keywords":"Serology; Herpes simplex virus; Gold standard (test); Antibody; Medicine; Virology; Immunology; Virus; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006958934,0.001166111,0.00085354,0.002005846,0.0005390641,0.002248183,0.001780144,0.0007996892,0.001769777],"category_scores_gemma":[0.01830177,0.0003838587,0.0005821358,0.0007939292,0.0003533515,0.001186904,0.001033862,0.0005792961,0.0005258229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002184544,"about_ca_system_score_gemma":0.004801192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105558,"about_ca_topic_score_gemma":0.01074252,"domain_scores_codex":[0.9963015,0.001142349,0.0005282558,0.000677733,0.001119913,0.0002302313],"domain_scores_gemma":[0.9890076,0.003796295,0.001149229,0.0004776577,0.005118208,0.00045102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003552824,0.001033766,0.5633022,0.0003735304,0.0004104558,0.000423588,0.0003275383,0.05264096,0.0107424,0.001867443,0.007863563,0.3574617],"study_design_scores_gemma":[0.0006614627,0.001588468,0.07779418,0.0001691913,0.0003829585,0.002051818,0.0002476361,0.8960928,0.01245057,0.001720988,0.006766346,0.0000735126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6695331,0.001355581,0.3083438,0.001150571,0.0002848113,0.003719735,0.001822582,0.004849594,0.008940184],"genre_scores_gemma":[0.6395991,0.0002252447,0.3560619,0.0002393256,0.00006236022,0.0006767812,0.002063951,0.00009647394,0.0009748735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105558,"threshold_uncertainty_score":0.03680277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068819755661549,"score_gpt":0.3521235567699719,"score_spread":0.3114353592133564,"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."}}