{"id":"W3048508055","doi":"10.1097/qad.0000000000002656","title":"Deciphering the serological response to syphilis treatment in men living with HIV","year":2020,"lang":"en","type":"article","venue":"AIDS","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Serology; Syphilis; Neurosyphilis; Confidence interval; Coinfection; Internal medicine; Hazard ratio; Latent Syphilis; Retrospective cohort study; Immunology; Human immunodeficiency virus (HIV); Antibody","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001358834,0.0001085283,0.0002163761,0.0009622322,0.0002226268,0.0004301743,0.0002826624,0.0002700167,0.0007854046],"category_scores_gemma":[0.005420466,0.0001358062,0.0002872816,0.0008855251,0.0002485041,0.0003589821,0.0002346004,0.0002550332,0.00008001961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005144594,"about_ca_system_score_gemma":0.0006366971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01554349,"about_ca_topic_score_gemma":0.02675601,"domain_scores_codex":[0.9993,0.0002253201,0.0001053578,0.0000792315,0.0001991422,0.00009091113],"domain_scores_gemma":[0.9965231,0.0007100039,0.002150238,0.00007493109,0.000406753,0.0001350656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008670961,0.000009765415,0.9962567,0.0000799525,0.0000322084,0.00003911134,0.0001405145,0.00003297711,0.000078588,0.000009403227,0.00007258919,0.003161548],"study_design_scores_gemma":[0.000001851926,0.00006890483,0.9991825,0.00004924096,0.00002224335,0.0001174268,0.0002149658,0.00007977139,0.00006552397,0.000004645351,0.0001915917,0.000001283713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949021,0.003804636,0.00008646554,0.0001232157,0.000009074608,0.00001963416,0.0005387632,0.000002983244,0.0005129455],"genre_scores_gemma":[0.9989987,0.0006489006,0.0000570014,0.00002676092,0.00001267519,0.000006124873,0.0001727188,5.055349e-7,0.00007668716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554349,"threshold_uncertainty_score":0.03090602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03607215319327638,"score_gpt":0.2826569060575616,"score_spread":0.2465847528642852,"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."}}