{"id":"W2023728019","doi":"10.1097/qai.0b013e3181b065cf","title":"Increased Risk of Genital Ulcer Disease in Women During the First Month After Initiating Antiretroviral Therapy","year":2009,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Genital ulcer; Antiretroviral therapy; Sex organ; Disease; Sexually transmitted disease; Human immunodeficiency virus (HIV); Internal medicine; Immunology; Viral load; Biology; Syphilis","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":[0.0008440965,0.0002543842,0.0006884752,0.0004729082,0.0001376602,0.00003941247,0.0002443786,0.00006487152,0.0001018023],"category_scores_gemma":[0.0004443702,0.000153382,0.0003918319,0.0006388574,0.0001311025,0.0003060761,0.00003902156,0.0001633194,0.00000602597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002271049,"about_ca_system_score_gemma":0.0001354413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036469,"about_ca_topic_score_gemma":0.000002422638,"domain_scores_codex":[0.9975939,0.0001357993,0.001040189,0.0001998527,0.0005912334,0.0004390102],"domain_scores_gemma":[0.9984071,0.0002284833,0.0006600172,0.0004031707,0.0001540025,0.0001472181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002419354,0.001595058,0.9843233,0.00005501534,0.0002052614,0.001294777,0.003061033,0.00008363375,0.001278663,0.000005577351,0.00001012004,0.005668156],"study_design_scores_gemma":[0.004672898,0.002622757,0.9896493,0.0004393745,0.000133806,0.0002670804,0.0007976058,0.00006856267,0.001073211,0.0001183347,0.00001366391,0.0001433914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848557,0.01416044,0.000002352604,0.0004327218,0.0001259602,0.0003239683,0.0000204055,0.00001717932,0.00006133979],"genre_scores_gemma":[0.9975097,0.002153328,0.0000753908,0.0001272499,0.00006193644,0.00002548113,0.000002226722,0.00002633508,0.00001841572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265401,"threshold_uncertainty_score":0.6254736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00958037003345285,"score_gpt":0.2429261515294995,"score_spread":0.2333457814960467,"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."}}