{"id":"W2965858032","doi":"10.11604/pamj.2019.33.90.16437","title":"Differential influence of race and environment on indeterminate reactivities to non-treponemal and treponemal antigens by immuno-chromatographic dual syphilis rapid test","year":2019,"lang":"en","type":"article","venue":"Pan African Medical Journal","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Syphilis; Medicine; Indeterminate; Test (biology); Race (biology); Immunology; Demography; Human immunodeficiency virus (HIV); Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003806858,0.0003168473,0.0008053756,0.0002807377,0.0001245876,0.00004893489,0.0001122984,0.0001568895,0.0005134097],"category_scores_gemma":[0.0003307554,0.0002319644,0.0001332427,0.0001384316,0.0004019125,0.0001007622,0.000133272,0.0005003063,0.00001116488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007091323,"about_ca_system_score_gemma":0.000103324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005940428,"about_ca_topic_score_gemma":0.000002885487,"domain_scores_codex":[0.9973,0.0001045194,0.0006147876,0.0004260707,0.001129414,0.0004251958],"domain_scores_gemma":[0.9979776,0.000575799,0.0002903132,0.0003096444,0.00004314732,0.0008035221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009427841,0.003308313,0.747156,0.0001980355,0.0006837375,0.001239052,0.003044303,0.000003420082,0.1555411,0.00002024887,0.000702958,0.08716],"study_design_scores_gemma":[0.003874731,0.004555068,0.9741424,0.0008939336,0.000228087,0.002486363,0.0006959136,0.00006046745,0.0120899,0.00002296207,0.0006799524,0.0002702823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996592,0.0005614911,0.000009610199,0.001997702,0.000089585,0.0004235094,0.00004094444,0.00001507764,0.000270018],"genre_scores_gemma":[0.9966108,0.002804376,0.00007485944,0.0002555934,0.0001180936,0.00002312816,0.00001054218,0.00002495509,0.00007768918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2269863,"threshold_uncertainty_score":0.9459233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005264226384477505,"score_gpt":0.2261873670503844,"score_spread":0.2209231406659069,"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."}}