{"id":"W3176476847","doi":"10.1093/cid/ciab582","title":"Routinized Syphilis Screening Among Men Living With Human Immunodeficiency Virus: A Stepped Wedge Cluster Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Public Health Ontario; Mount Sinai Hospital; University Health Network; Ottawa Hospital; Health Sciences Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; Baycrest Hospital; University of Ottawa; University of Toronto; Toronto General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Syphilis; Population; Randomized controlled trial; Odds ratio; Men who have sex with men; Immunology; Internal medicine; Physical therapy; Human immunodeficiency virus (HIV); Environmental health","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":[0.005774528,0.001417418,0.003156916,0.0007470698,0.0006660399,0.001087147,0.001409908,0.002091515,0.006258477],"category_scores_gemma":[0.008465444,0.0006846208,0.002485085,0.0008078577,0.001369974,0.001078796,0.0008634429,0.00188334,0.0004245546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255004,"about_ca_system_score_gemma":0.004700772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00677196,"about_ca_topic_score_gemma":0.009457355,"domain_scores_codex":[0.9942888,0.003926374,0.0003471428,0.000676171,0.0003760364,0.0003853138],"domain_scores_gemma":[0.9966562,0.001241024,0.0008171974,0.0002696618,0.0003647149,0.0006511644],"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":[0.9503094,0.01483992,0.001425221,0.004250391,0.003305258,0.00005475976,0.0001959482,0.0009839904,0.0004619304,0.00040253,0.0009139187,0.02285668],"study_design_scores_gemma":[0.9685109,0.02709168,0.001431957,0.0002682026,0.001061831,0.00001074651,0.00003601102,0.0008455674,0.0001132323,0.0002561805,0.0003600476,0.00001364161],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443153,0.008103895,0.003848344,0.001379355,0.001298077,0.03656351,0.001105803,0.000361798,0.003023898],"genre_scores_gemma":[0.9617851,0.001896435,0.00730891,0.00102186,0.0003373031,0.02582318,0.0003469825,0.00001818457,0.001462059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00677196,"threshold_uncertainty_score":0.03053898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925256545609047,"score_gpt":0.3467086251201228,"score_spread":0.3174560596640323,"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."}}