{"id":"W3031974791","doi":"10.1097/olq.0000000000001208","title":"Latent Profile Analysis of a Syndemic of Vulnerability Factors on Incident Sexually Transmitted Infection in a Cohort of Black Men Who Have Sex With Men Only and Black Men Who Have Sex With Men and Women in the HIV Prevention Trials Network 061 Study","year":2020,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Syndemic; Medicine; Men who have sex with men; Binge drinking; Sex work; Demography; Public health; Environmental health; Poison control; Syphilis; Injury prevention; Human immunodeficiency virus (HIV); Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004694164,0.0003904375,0.0005762904,0.001079321,0.0008861182,0.0008036366,0.0006649554,0.000478729,0.002114751],"category_scores_gemma":[0.007725019,0.0003754545,0.001862991,0.001049463,0.0003081512,0.0005031401,0.001341635,0.001232945,0.00017215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004860694,"about_ca_system_score_gemma":0.0008594151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008734973,"about_ca_topic_score_gemma":0.0116265,"domain_scores_codex":[0.9976507,0.001456902,0.0001342021,0.0003028565,0.000220987,0.000234478],"domain_scores_gemma":[0.9960232,0.0007300025,0.001756353,0.0006264551,0.0003264514,0.0005375568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001369478,0.0001861403,0.996154,0.00002322748,0.0004404831,0.00001795497,0.0001456444,0.0001035283,0.0001568991,0.00006332458,0.0001929857,0.001146411],"study_design_scores_gemma":[0.0001564668,0.0006435147,0.9959531,0.00002835481,0.0003856955,0.00006239263,0.0003941753,0.0019804,0.00007923152,0.0001217822,0.0001849271,0.00000986584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983729,0.00009952385,0.0003482368,0.00005445843,0.000006344345,0.00007200149,0.0008080301,0.000003692266,0.0002348481],"genre_scores_gemma":[0.9978946,0.00005932169,0.0004119161,0.0000201381,0.000006987348,0.0001723681,0.001229202,0.000004150972,0.0002012245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008734973,"threshold_uncertainty_score":0.02482539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572724025608615,"score_gpt":0.3172888483785671,"score_spread":0.2915616081224809,"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."}}