{"id":"W2271932185","doi":"10.1186/s13012-016-0371-0","title":"Enhanced syphilis screening among HIV-positive men (ESSAHM): a study protocol for a clinic-randomized trial with stepped wedge design","year":2015,"lang":"en","type":"article","venue":"Implementation Science","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre; Ottawa Hospital; Public Health Ontario; Toronto Public Health; St. Michael's Hospital","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Medicine; Syphilis; Population; Men who have sex with men; Randomized controlled trial; Sexually transmitted disease; Psychosocial; Family medicine; Human immunodeficiency virus (HIV); Internal medicine; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04567869,0.007646475,0.01194623,0.003275132,0.003698731,0.004433428,0.004265718,0.008549037,0.0644332],"category_scores_gemma":[0.04155806,0.003510487,0.005281647,0.004131651,0.004162742,0.004010781,0.002376074,0.007499989,0.009225012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006321013,"about_ca_system_score_gemma":0.02016547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004175467,"about_ca_topic_score_gemma":0.00681941,"domain_scores_codex":[0.9638515,0.02529887,0.002902165,0.002624007,0.002413522,0.002909936],"domain_scores_gemma":[0.982404,0.006951968,0.002790268,0.002257915,0.00322999,0.002365876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8986802,0.02164849,0.0009321535,0.01606745,0.002534848,0.0004125213,0.0007361684,0.00384145,0.001309317,0.008126799,0.01732631,0.02838429],"study_design_scores_gemma":[0.9555257,0.02244077,0.0007801402,0.00170191,0.0006594604,0.00004160678,0.0001064016,0.002955516,0.0003754485,0.003055985,0.01228421,0.0000728783],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00133704,0.0001166584,0.00111511,0.0001191065,0.0001905651,0.9962144,0.0004605268,0.0000621507,0.0003844807],"genre_scores_gemma":[0.001303399,0.0000505139,0.001643152,0.00008661387,0.00002118675,0.9966582,0.00004660212,0.000002705443,0.0001876637],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0644332,"threshold_uncertainty_score":0.2415749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2253606200808215,"score_gpt":0.517033199374274,"score_spread":0.2916725792934525,"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."}}