{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00279432,0.0004721205,0.002128941,0.0006450187,0.00008321982,0.00004462874,0.000219817,0.0001433103,0.0001660977],"category_scores_gemma":[0.0003752923,0.0003066855,0.0002050646,0.001426703,0.0005093477,0.0002391494,0.00004202199,0.0004602583,4.699936e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919007,"about_ca_system_score_gemma":0.0004666919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002586326,"about_ca_topic_score_gemma":0.003267443,"domain_scores_codex":[0.9931557,0.002589953,0.001630971,0.0008459985,0.001203854,0.0005734994],"domain_scores_gemma":[0.9974643,0.0007755609,0.0005307089,0.0005156683,0.0002334184,0.0004803533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007837548,0.003671814,0.928008,0.001045858,0.005583071,0.00002811153,0.04789786,0.002857455,0.000388933,0.000005620446,0.001137344,0.001538455],"study_design_scores_gemma":[0.008299728,0.01643449,0.8658317,0.0003770067,0.003102598,0.000001972723,0.05014528,0.05532113,0.0001859704,0.00004027475,0.000006205637,0.0002536621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900562,0.0001476272,0.000794679,0.0004009797,0.000001167399,0.006171757,0.0005513662,0.00003355315,0.001842729],"genre_scores_gemma":[0.9975357,0.0001595654,0.00001738463,0.00003835713,0.00002726131,0.0003907798,0.000393527,0.00004090437,0.001396524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06217625,"threshold_uncertainty_score":0.9999385,"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."}}