{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004918022,0.0002350577,0.0006261521,0.0002342084,0.0002984768,0.0001659481,0.0001864139,0.00003185375,0.0001308569],"category_scores_gemma":[0.0006694568,0.0001547473,0.0001075579,0.0006232199,0.000389666,0.0005462512,0.00005878209,0.00007449632,0.00001358847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235702,"about_ca_system_score_gemma":0.0007860776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001833843,"about_ca_topic_score_gemma":0.00007306538,"domain_scores_codex":[0.9968204,0.0003162382,0.0007315687,0.000648518,0.001053037,0.0004301823],"domain_scores_gemma":[0.9972692,0.0008914623,0.000442838,0.0003181464,0.0007575698,0.0003208125],"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":[0.9675027,0.002095717,0.01132356,0.00001901807,0.0002968482,0.00001562761,0.01048358,0.0000274143,0.0003869873,0.00005912488,0.001559065,0.006230414],"study_design_scores_gemma":[0.9501129,0.009881453,0.007904603,0.00008607854,0.0003370293,0.000003972344,0.0117878,0.0005239534,0.01906771,0.00004771467,0.00005711617,0.0001897051],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2275654,0.000002698781,0.08482459,0.0003906689,0.00007518093,0.6862292,0.00002363717,0.00007512853,0.0008134208],"genre_scores_gemma":[0.519815,2.557483e-7,0.007953518,0.00008669693,0.00007274146,0.4719496,0.0000165244,0.00001413995,0.00009146553],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.2922496,"threshold_uncertainty_score":0.631041,"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."}}