{"id":"W1978438659","doi":"10.1136/sextrans-2011-050119.14","title":"LBP-1.08 Preliminary report on experience with point of care syphilis and HIV testing in hard-to-reach populations in outreach settings in Edmonton, Canada","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Public Health Agency of Canada; Alberta Health Services","funders":"","keywords":"Medicine; Syphilis; Men who have sex with men; Point-of-care testing; Human immunodeficiency virus (HIV); Outreach; Demographics; Demography; Family medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291787,0.000223679,0.0003984341,0.0004708621,0.00006854002,0.000007856261,0.00005218209,0.00008220633,0.0000200556],"category_scores_gemma":[0.0002410963,0.0001964877,0.00002840685,0.0009108829,0.00005567141,0.0001140555,0.00001438713,0.0002537182,6.450124e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003767247,"about_ca_system_score_gemma":0.0003879228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4963952,"about_ca_topic_score_gemma":0.7775573,"domain_scores_codex":[0.9983495,0.00005297915,0.0005967749,0.0004701226,0.0002403335,0.0002902716],"domain_scores_gemma":[0.9991249,0.0001534944,0.0001005594,0.0003366218,0.0001413453,0.000143027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001232019,0.000993448,0.9758853,0.0000819924,0.00002291965,0.0005460274,0.02031445,0.0002476724,0.0001408401,0.00005018116,0.00003540243,0.001558523],"study_design_scores_gemma":[0.001615695,0.001487477,0.9894732,0.0007756675,0.00005706744,0.000236512,0.005416303,0.00007832885,0.0006044901,0.00002296088,0.00005483431,0.0001774573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957436,0.0001122185,0.00004012206,0.0006106271,0.00005356183,0.0009388982,0.00002858756,0.00003734036,0.002435073],"genre_scores_gemma":[0.997618,0.000006345344,0.001633113,0.0001815763,0.00001506299,0.0004059828,0.0000752475,0.00002709667,0.00003763255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2811621,"threshold_uncertainty_score":0.8012537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03791693564387864,"score_gpt":0.2754348976848485,"score_spread":0.2375179620409698,"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."}}