{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001756796,0.000136502,0.0002366865,0.00003279073,0.00004531769,0.0000173918,0.00006764256,0.00003755041,0.0001726575],"category_scores_gemma":[0.0002278556,0.0000664543,0.00005130692,0.0002501838,0.00002474724,0.00002742812,0.00004727688,0.00006915176,0.00008825894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547585,"about_ca_system_score_gemma":0.00004455416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008314202,"about_ca_topic_score_gemma":0.00003855643,"domain_scores_codex":[0.9991446,0.0001020815,0.0001374902,0.0002572253,0.0001547523,0.00020386],"domain_scores_gemma":[0.9990676,0.0005017239,0.00001919646,0.0002231469,0.00001713566,0.0001712177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001668525,0.0004129951,0.9824411,0.000006240502,0.0001267116,0.0003542034,0.005440596,0.0001886292,0.0008009279,0.00006411076,0.0005001525,0.007995785],"study_design_scores_gemma":[0.001746372,0.006297127,0.983289,0.0001061005,0.00009399308,0.00002694063,0.001045361,0.0001473388,0.001140427,0.000006987412,0.006006104,0.00009424323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645246,0.0001699691,0.00002994552,0.03343833,0.00001088003,0.0004984377,0.0000024984,0.0000450674,0.001280256],"genre_scores_gemma":[0.9957601,0.00003213614,0.0006858229,0.003016514,0.00007745222,0.0002317295,0.000001882072,0.00001528511,0.000179041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03123552,"threshold_uncertainty_score":0.2709928,"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."}}