{"id":"W2170050294","doi":"10.1136/sextrans-2011-050203","title":"HIV, HSV-2 and syphilis among married couples in India: patterns of discordance and concordance","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Global Health Research; St. Michael's Hospital","funders":"","keywords":"Syphilis; Medicine; Concordance; Demography; Transmission (telecommunications); Human immunodeficiency virus (HIV); Sexually transmitted disease; Immunology; Virology; Gynecology; Internal medicine","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":[0.0004472404,0.0002327193,0.0004384212,0.0002319609,0.0004310429,0.000004619022,0.00009598054,0.0001915508,0.0001430097],"category_scores_gemma":[0.00008457635,0.0002021944,0.0000296306,0.0003652627,0.0003899876,0.0002661999,0.00005605977,0.0007902968,0.000006909572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000486987,"about_ca_system_score_gemma":0.0001640556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001944956,"about_ca_topic_score_gemma":0.002605791,"domain_scores_codex":[0.997822,0.0003418351,0.0007012797,0.0005172871,0.0001465315,0.0004710683],"domain_scores_gemma":[0.998912,0.000249774,0.0002433782,0.0002988413,0.0001162242,0.0001798103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007117471,0.000361041,0.9817068,0.0007359919,0.00003048437,0.000005660816,0.01312082,0.000001437629,0.0006031569,0.002329307,0.00003117547,0.001002955],"study_design_scores_gemma":[0.001199397,0.0002518426,0.9910032,0.0003794393,0.00002520023,0.000006092456,0.005622989,0.00003659476,0.000120891,0.0008967696,0.0002507892,0.0002067855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936131,0.0003739667,0.002467344,0.0002216684,0.0004044173,0.001080045,0.0001251588,0.00008720609,0.001627136],"genre_scores_gemma":[0.9979722,0.000747629,0.0001449138,0.0002245496,0.0001012161,0.0001429665,0.00002141978,0.00003244092,0.0006126373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009296411,"threshold_uncertainty_score":0.8245247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750034537367825,"score_gpt":0.3385335672686678,"score_spread":0.2910332218949895,"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."}}