{"id":"W1992537325","doi":"10.1155/2013/819593","title":"Feasibility and Field Performance of a Simultaneous Syphilis and HIV Point-of-Care Test Based Screening Strategy in at Risk Populations in Edmonton, Canada","year":2013,"lang":"en","type":"article","venue":"AIDS Research and Treatment","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Public Health Agency of Canada; Alberta Health Services","funders":"Alberta Health; Public Health Agency; Public Health Agency of Canada; Alberta Health Services","keywords":"Syphilis; Medicine; Outreach; Population; Point-of-care testing; Point of care; Human immunodeficiency virus (HIV); Test (biology); Hiv test; Predictive value; Algorithm; Internal medicine; Demography; Family medicine; Immunology; Environmental health; Pathology; Health services; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000138386,0.0001217697,0.0002983607,0.000157568,0.00007755564,0.00001193095,0.00002580961,0.00005000857,0.00004936715],"category_scores_gemma":[0.0002502287,0.00008842551,0.00002029657,0.0001853036,0.00009627819,0.0000581883,0.0000385453,0.0001001452,3.626266e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383533,"about_ca_system_score_gemma":0.000175094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5294996,"about_ca_topic_score_gemma":0.6572778,"domain_scores_codex":[0.998943,0.00007040436,0.0002460771,0.0002643817,0.0002330158,0.0002431549],"domain_scores_gemma":[0.9983568,0.001097554,0.00004239171,0.0002040794,0.0001387716,0.0001604314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002219118,0.0004567273,0.9552,0.00009993404,0.00002600005,0.0000489934,0.0002252138,0.0000739056,0.00003713067,0.000006696219,0.00001787186,0.04358558],"study_design_scores_gemma":[0.003696484,0.005482958,0.9826934,0.0002052938,0.00002722721,0.000006388145,0.0008263979,0.00510277,0.001855352,0.00003238216,0.00001058302,0.00006076134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952729,0.003189887,6.112421e-7,0.0003206917,0.000003442634,0.0009659386,0.00007704989,0.000003209886,0.0001662505],"genre_scores_gemma":[0.9983656,0.001096251,0.0003042744,0.00001090999,0.000006398146,0.0001118501,0.0000399419,0.000006861571,0.00005784922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277783,"threshold_uncertainty_score":0.4736335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07512536532828347,"score_gpt":0.3491436370275525,"score_spread":0.2740182716992691,"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."}}