{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007163351,0.0003874196,0.0006066386,0.001100877,0.003689954,0.001372746,0.001479265,0.0005435826,0.003004834],"category_scores_gemma":[0.002925195,0.0003779565,0.0009015172,0.002965271,0.0009484365,0.0005009075,0.001040931,0.0008860008,0.0001768438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02154144,"about_ca_system_score_gemma":0.03761792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942584,"about_ca_topic_score_gemma":0.9962131,"domain_scores_codex":[0.9989119,0.00008973113,0.00008401994,0.0001609654,0.0003115224,0.0004418431],"domain_scores_gemma":[0.9964923,0.0002082326,0.00101647,0.0001191752,0.001292817,0.0008709693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004637659,0.00001824814,0.9975541,0.00003209038,0.00003598204,0.00007285499,0.0003756,0.00004008357,0.00005338305,0.00003514584,0.0004743171,0.001261922],"study_design_scores_gemma":[0.000010887,0.00002465848,0.9981022,0.00005984053,0.00004425909,0.00008097227,0.0008311226,0.0001945815,0.00002088438,0.00003133906,0.0005903619,0.000008860856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879189,0.001786132,0.0001002961,0.0009676744,0.00004908251,0.00007513023,0.004783039,0.00001437517,0.004305396],"genre_scores_gemma":[0.9979862,0.0004838316,0.00006951932,0.0001257821,0.00001463757,0.00001622027,0.000702289,0.000003412772,0.000598186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02154144,"threshold_uncertainty_score":0.1562949,"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."}}