{"id":"W2751041664","doi":"10.1093/ofid/ofx163.1782","title":"Earlier Detection of Latent Syphilis: Every 3 Month Screening with MSM and HIV","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Syphilis; Neurosyphilis; Men who have sex with men; Pediatrics; Human immunodeficiency virus (HIV); Internal medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001571173,0.0002527702,0.0003720144,0.001848868,0.0005990543,0.001051471,0.0004755299,0.0007375807,0.001385256],"category_scores_gemma":[0.004237466,0.00029582,0.0003679794,0.0008412099,0.0002023032,0.001015897,0.0005196066,0.000861228,0.0001798624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005452285,"about_ca_system_score_gemma":0.0007345995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01175611,"about_ca_topic_score_gemma":0.02364826,"domain_scores_codex":[0.9990231,0.0003659973,0.0001308797,0.0001182779,0.0001929595,0.0001688707],"domain_scores_gemma":[0.9979334,0.0002904767,0.001039376,0.00008079121,0.0002807723,0.000375273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001745242,0.000204264,0.9646193,0.00007587183,0.0000325624,0.0003165106,0.0006270934,0.00006364899,0.0008605345,0.00006674512,0.00149823,0.03146079],"study_design_scores_gemma":[0.00001990194,0.0004146688,0.9942814,0.0001621901,0.00004716896,0.001159366,0.0006211452,0.0005410375,0.0006553969,0.00007446622,0.002002365,0.00002087341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992088,0.002087901,0.0006192395,0.001276439,0.0001820178,0.00007503363,0.0003616864,0.0000863099,0.003223417],"genre_scores_gemma":[0.9968283,0.0007624917,0.001095384,0.0004611647,0.0001545056,0.00002701628,0.0002163863,0.000005448154,0.0004493067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175611,"threshold_uncertainty_score":0.02337539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739272682093106,"score_gpt":0.2737494054905806,"score_spread":0.2563566786696495,"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."}}