{"id":"W4392548068","doi":"10.32920/25360288","title":"High prevalence of syndemic health problems in patients seeking post-exposure prophylaxis for sexual exposures to HIV","year":2024,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Toronto General Hospital; University of Toronto; Toronto Metropolitan University; Public Health Ontario; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Gilead Sciences","keywords":"Syndemic; Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Environmental health; Medicine; Men who have sex with men; Reproductive health; Virology; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002432319,0.0001356752,0.0002433679,0.0006027659,0.0009311886,0.000632415,0.0003105104,0.0002783044,0.002835389],"category_scores_gemma":[0.001647097,0.0002679348,0.0002259549,0.001052466,0.0003928744,0.0003242973,0.0005030859,0.0005380558,0.0001325233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560966,"about_ca_system_score_gemma":0.001767769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2513009,"about_ca_topic_score_gemma":0.4071309,"domain_scores_codex":[0.9996538,0.00004886911,0.00003046536,0.0000561094,0.0001165291,0.00009410178],"domain_scores_gemma":[0.9989645,0.0001021184,0.0004819984,0.00003955865,0.0001146155,0.0002972597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001782104,0.00001672993,0.9985325,0.000007160584,0.000006148251,0.00006035717,0.0002983174,0.000008071856,0.00009953605,0.000007928818,0.00008437298,0.0008609123],"study_design_scores_gemma":[0.000001761325,0.00002540247,0.9993619,0.000004052328,0.000002731648,0.00008818487,0.0004121847,0.00003042357,0.000009880047,0.000003764892,0.00005822524,0.000001427449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991849,0.00005275541,0.0000179261,0.00007170659,0.000001935718,0.00001409844,0.0001972933,0.000001998675,0.0004574261],"genre_scores_gemma":[0.9996232,0.00004719795,0.0000284393,0.00002888647,0.000003895863,0.000006048002,0.0001118002,5.68145e-7,0.0001498502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2513009,"threshold_uncertainty_score":0.4996763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599771462899333,"score_gpt":0.3357931255927142,"score_spread":0.3097954109637209,"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."}}