{"id":"W4297026191","doi":"10.1097/olq.0000000000001716","title":"Previous Syphilis Not Associated With Neurocognitive Outcomes in People Living With Human Immunodeficiency Virus in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Ontario HIV Treatment Network; St. Michael's Hospital; Public Health Ontario","funders":"","keywords":"Neurocognitive; Syphilis; Medicine; Neurosyphilis; Population; Psychiatry; Human immunodeficiency virus (HIV); Cognition; Immunology; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000112241,0.0003636727,0.0006837731,0.0002393934,0.0002434476,0.00003038775,0.0001704283,0.00003671868,0.0006248235],"category_scores_gemma":[0.00007992328,0.0002860631,0.00007605476,0.0006462622,0.00005814789,0.0001007582,0.00003492189,0.0004225897,8.212141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502116,"about_ca_system_score_gemma":0.002239477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9256234,"about_ca_topic_score_gemma":0.9967,"domain_scores_codex":[0.9974436,0.0001989639,0.0004166004,0.0005847645,0.0008261917,0.0005298885],"domain_scores_gemma":[0.9987971,0.0005091304,0.0001188822,0.0003187061,0.00008001574,0.0001761196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003504284,0.0043299,0.9900342,0.00004056168,0.0002646893,0.001236665,0.002990908,0.0003595858,0.000100021,0.00001230904,0.00002729166,0.0002534476],"study_design_scores_gemma":[0.005188569,0.001778797,0.9897727,0.0003233762,0.0004356108,0.0000183457,0.002047665,0.00002273461,0.00004351778,0.000006299065,0.00002803458,0.0003343237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971492,0.0005038306,0.000002094304,0.0003691726,0.00004274401,0.001242874,0.000291665,0.00006990477,0.0003285402],"genre_scores_gemma":[0.9972778,0.00001137295,0.000006507718,0.001295182,0.000006050152,0.0008292145,0.0002988884,0.00005497833,0.0002199974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07107655,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238255689551037,"score_gpt":0.2326368280667853,"score_spread":0.2202542711712749,"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."}}