{"id":"W2170489316","doi":"10.1128/cvi.00086-10","title":"Evaluation of the Bio-Rad BioPlex 2200 Syphilis Multiplex Flow Immunoassay for the Detection of IgM- and IgG-Class Antitreponemal Antibodies","year":2010,"lang":"en","type":"article","venue":"Clinical and Vaccine Immunology","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syphilis; Multiplex; Immunoassay; Serology; Treponema; Rapid plasma reagin; Antibody; Immunoglobulin M; Immunology; Immunoglobulin G; Virology; Medicine; 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":[0.001734847,0.0001518557,0.0004996773,0.00006162086,0.0001555463,0.00000821241,0.0001033888,0.000207423,0.00004270692],"category_scores_gemma":[0.002625328,0.00007666183,0.0002060838,0.0001200004,0.0004120913,0.00004097979,0.0001093481,0.0002528134,0.000001235694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000995373,"about_ca_system_score_gemma":0.00007447362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001823074,"about_ca_topic_score_gemma":0.0004465261,"domain_scores_codex":[0.9985201,0.0001967071,0.0006719691,0.0002764086,0.0001718834,0.0001629456],"domain_scores_gemma":[0.9971909,0.001517857,0.0002971549,0.0004888992,0.0004721041,0.00003307411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007103125,0.0006925347,0.4975255,0.00005396245,0.00088083,6.122901e-7,0.0001114925,0.000002025427,0.130693,0.0001359383,0.00006703572,0.3691267],"study_design_scores_gemma":[0.005886526,0.0009410336,0.9527394,0.00005101182,0.001136621,0.00005290251,0.00009994642,0.004617102,0.03296224,0.0002941407,0.001146046,0.00007304298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877943,0.006403209,0.00003401055,0.003873349,0.0008535787,0.0009725711,0.00002839124,0.00001292063,0.00002763382],"genre_scores_gemma":[0.9969776,0.002530675,0.0001502183,0.00007535638,0.0001456332,0.00006875319,0.00001140982,0.00001210361,0.00002827934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4552138,"threshold_uncertainty_score":0.3142952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05887682236852497,"score_gpt":0.3710213544930475,"score_spread":0.3121445321245225,"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."}}