{"id":"W2316944682","doi":"10.1136/sextrans-2011-050108.114","title":"P1-S2.57 Using an online survey to investigate risk behaviours and social networks in a syphilis outbreak among men who have sex with men in Toronto","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Toronto Public Health","funders":"","keywords":"Medicine; Syphilis; Outbreak; Men who have sex with men; Demography; Gerontology; Family medicine; Virology; Human immunodeficiency virus (HIV)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005146123,0.0003646152,0.0005990122,0.0002637841,0.0002001242,0.00004172317,0.00008194635,0.0002376107,0.00006760571],"category_scores_gemma":[0.00003148976,0.00032211,0.00004900911,0.0004236382,0.0001858468,0.0003551735,0.00002771043,0.0003901398,7.169425e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915782,"about_ca_system_score_gemma":0.0001348043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4738925,"about_ca_topic_score_gemma":0.7999722,"domain_scores_codex":[0.9978323,0.0003704974,0.000478831,0.0005983653,0.0002223395,0.0004976414],"domain_scores_gemma":[0.999043,0.0001047726,0.0001051533,0.0002974111,0.0001048937,0.0003447521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001523167,0.002422522,0.9784617,0.00001433758,0.0001730732,0.0000510046,0.01313285,0.0004602745,0.00002005128,0.00001350495,0.00007581587,0.005022499],"study_design_scores_gemma":[0.003232081,0.001563353,0.9841849,0.0001278417,0.0003571957,0.00002277747,0.003113938,0.006986717,0.00004216817,0.00002312027,0.00001520432,0.0003307475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960832,0.0001041887,0.0004444383,0.0001451745,0.00003328281,0.001161883,0.0001981839,0.00008566133,0.001744004],"genre_scores_gemma":[0.9986277,0.00010707,0.0003423963,0.000219406,0.00009257689,0.0001541896,0.0002885543,0.00006867117,0.00009947565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3260797,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05223001123244325,"score_gpt":0.2994731880336614,"score_spread":0.2472431768012182,"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."}}