{"id":"W3022660811","doi":"10.1136/sextrans-2019-sti.503","title":"P417 High interest in syphilis pre- and post-exposure prophylaxis among gay, bisexual and other MSM in vancouver and toronto","year":2019,"lang":"en","type":"article","venue":"Poster presentations","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia; St. Michael's Hospital","funders":"","keywords":"Syphilis; Homosexuality; Gender studies; Sociology; Medicine; Family medicine; 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":[0.0002725059,0.0001770082,0.0002085179,0.0004708634,0.001713118,0.001153194,0.0004715491,0.0003118722,0.003872837],"category_scores_gemma":[0.001213271,0.0002592376,0.0002453024,0.001129158,0.0003929503,0.0002534694,0.0006501271,0.0004954547,0.0003265155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004049675,"about_ca_system_score_gemma":0.004416292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9459071,"about_ca_topic_score_gemma":0.9723008,"domain_scores_codex":[0.9996257,0.00005946888,0.00002516827,0.00005425403,0.00011015,0.0001253548],"domain_scores_gemma":[0.9988713,0.00008247318,0.0002592098,0.00002657793,0.0002838169,0.0004765129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002411254,0.00001785076,0.9939109,0.00002431867,0.00001458361,0.000108314,0.002426164,0.0000211869,0.0001679533,0.00002606575,0.000595142,0.002663411],"study_design_scores_gemma":[0.000001825514,0.00001690802,0.9941404,0.00002705568,0.000005853952,0.00007836835,0.005147584,0.00006607382,0.00002670884,0.000006901326,0.0004784464,0.00000376093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971833,0.0001850757,0.00002529653,0.0002336927,0.000005815915,0.00001750901,0.0007250111,0.00000272402,0.00162152],"genre_scores_gemma":[0.99844,0.0001862242,0.00004660313,0.00009965563,0.00000470115,0.000009953114,0.0003275326,0.000001790871,0.0008836083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05409288,"threshold_uncertainty_score":0.1088228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03666713119691091,"score_gpt":0.3159395333689214,"score_spread":0.2792724021720105,"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."}}