{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003715717,0.0002209139,0.0001423105,0.0008539594,0.001130318,0.0008066303,0.000366294,0.0002253347,0.01048455],"category_scores_gemma":[0.001819622,0.0002629875,0.0002635271,0.0009526831,0.0002824242,0.0003637783,0.0009723845,0.0002441001,0.001100583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00499902,"about_ca_system_score_gemma":0.003693136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7716514,"about_ca_topic_score_gemma":0.7906685,"domain_scores_codex":[0.9996223,0.00007615139,0.00002999882,0.00004473146,0.0001072778,0.0001195285],"domain_scores_gemma":[0.9983931,0.0001385453,0.0003768939,0.00005030232,0.0004180939,0.000622977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007124539,0.00007896712,0.987399,0.00009744398,0.00001718196,0.0002760693,0.002700404,0.0001020786,0.0004787997,0.00004242341,0.00273036,0.006006024],"study_design_scores_gemma":[0.000007354642,0.00008389141,0.9956684,0.00002621672,0.000009098458,0.00006233199,0.0024578,0.0002321066,0.00009328939,0.000005445646,0.001350545,0.000003519909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848745,0.00009337916,0.0001352642,0.00025125,0.000007975493,0.0003887723,0.00824768,0.0000290665,0.005972138],"genre_scores_gemma":[0.9922439,0.0000978076,0.000350828,0.00006936027,0.00001081719,0.0001882826,0.003381238,0.000004930931,0.003652794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2283486,"threshold_uncertainty_score":0.4593866,"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."}}