{"id":"W1980816305","doi":"10.1136/sti.2009.038778","title":"Syphilis screening among female sex workers in Bangalore, India: comparison of point-of-care testing and traditional serological approaches","year":2009,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Syphilis; Serology; Point-of-care testing; Female sex; Sex workers; Syphilis Serodiagnosis; Family medicine; Gynecology; Virology; Immunology; Internal medicine; Human immunodeficiency virus (HIV); Environmental health; Research methodology; Antibody; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484363,0.0004819503,0.0003342611,0.000879698,0.0002712112,0.0006764064,0.0008314434,0.0005553577,0.0006248969],"category_scores_gemma":[0.003652332,0.0003350699,0.0003308774,0.0008087608,0.0005665959,0.000382482,0.0005393187,0.0004141639,0.0001620637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007276433,"about_ca_system_score_gemma":0.0006829654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02661694,"about_ca_topic_score_gemma":0.03458605,"domain_scores_codex":[0.9981109,0.0008849102,0.0001080609,0.0002403641,0.0004335479,0.0002222199],"domain_scores_gemma":[0.9979339,0.0009057484,0.0005252779,0.00008199999,0.0003394795,0.0002136398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004919331,0.0001744393,0.9872596,0.000224733,0.0000865942,0.0002484677,0.0008433347,0.000136322,0.0005605145,0.00002672344,0.00008670443,0.009860574],"study_design_scores_gemma":[0.0000507961,0.001237196,0.996596,0.00005708001,0.00006337389,0.0004299377,0.0008329848,0.0003703633,0.0001767822,0.000009664013,0.0001647353,0.00001104712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987841,0.0004638962,0.00006960603,0.00005395882,0.000007107632,0.00004632001,0.0001118045,0.000006113807,0.000456978],"genre_scores_gemma":[0.9993595,0.0002467661,0.0001443999,0.00005105396,0.000006382558,0.00001780527,0.00008862813,9.623795e-7,0.00008442813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02661694,"threshold_uncertainty_score":0.05292398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09198192667541187,"score_gpt":0.2953109762350089,"score_spread":0.203329049559597,"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."}}