{"id":"W2416572623","doi":"10.1097/olq.0000000000000387","title":"Field Evaluation of a Dual Rapid Immunodiagnostic Test for HIV and Syphilis Infection in Peru","year":2015,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse","keywords":"Syphilis; Medicine; Immunoassay; Treponema; Immunology; Antibody; Human immunodeficiency virus (HIV); Virology","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":[0.0002875059,0.0001420528,0.0002755355,0.0001636604,0.00002814078,0.00001322157,0.00002575846,0.00007146942,0.00006699348],"category_scores_gemma":[0.001719633,0.0001221659,0.00006991914,0.0001689489,0.00004662951,0.00009283602,0.000005927777,0.00005251573,0.000002439667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007066091,"about_ca_system_score_gemma":0.0002682441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002231773,"about_ca_topic_score_gemma":0.0001006251,"domain_scores_codex":[0.9989114,0.0000667329,0.0002795523,0.000239778,0.0003460638,0.00015647],"domain_scores_gemma":[0.9983675,0.0009461408,0.00005551519,0.0001813789,0.0002979086,0.0001515756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000551737,0.00264528,0.9464954,0.0002075361,0.0001181787,0.00001074441,0.0008156661,0.000055172,0.0003418307,0.00004908965,0.0008981458,0.04781121],"study_design_scores_gemma":[0.01121183,0.002828178,0.9799372,0.0002277276,0.001296356,0.00001133719,0.00031098,0.001828718,0.001444802,0.0005572014,0.0002094091,0.0001362825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904246,0.00661831,0.00007847211,0.001179873,0.00007873058,0.001280288,0.0001397566,0.00003465185,0.000165327],"genre_scores_gemma":[0.9985735,0.0003795459,0.00006934835,0.0002035724,0.00006791847,0.000455869,0.0002238643,0.00001628037,0.00001011067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04767493,"threshold_uncertainty_score":0.4981781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073614930499905,"score_gpt":0.3169157161879328,"score_spread":0.2761795668829338,"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."}}