{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001808135,0.0004963104,0.003831066,0.0001556186,0.0004235141,0.000210215,0.0001357351,0.0002380671,0.001006088],"category_scores_gemma":[0.009503573,0.0003213934,0.002123117,0.0003617532,0.0006102367,0.0001750269,0.0001353099,0.000415934,0.0000446933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037864,"about_ca_system_score_gemma":0.0003571392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001775332,"about_ca_topic_score_gemma":0.0001019007,"domain_scores_codex":[0.9940986,0.0019351,0.001984242,0.0008725533,0.0005736387,0.0005358875],"domain_scores_gemma":[0.9873629,0.01013931,0.0006985688,0.0008301069,0.0004559247,0.0005132289],"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":[0.5222865,0.01049226,0.4617229,0.00005297207,0.00362163,0.0002420894,0.0001138012,0.00003197173,0.00002592782,0.0001506127,0.0004677455,0.00079161],"study_design_scores_gemma":[0.8193837,0.001564566,0.1719288,0.0006585217,0.005342022,0.00001366985,0.000141743,0.0005185898,0.00002192516,0.00007252656,0.00004203639,0.0003118887],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811046,0.002405574,0.0004184818,0.0002878559,0.0004640342,0.007421026,0.00002381541,0.0003716204,0.007502966],"genre_scores_gemma":[0.9946901,0.0004448623,0.00004969501,0.0008322193,0.000698834,0.002410094,0.00009670543,0.00007402867,0.0007034731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2970972,"threshold_uncertainty_score":0.9999238,"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."}}