{"id":"W3042664164","doi":"10.7705/biomedica.5082","title":"Application of the “syndemics” theory to explain unprotected sex and transactional sex: A crosssectional study in men who have sex with men (MSM), transgender women, and non-MSM in Colombia","year":2020,"lang":"en","type":"article","venue":"Biomédica","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Styrelsen för Internationellt Utvecklingssamarbete; U.S. Department of Health and Human Services","keywords":"Syndemic; Transactional sex; Men who have sex with men; Psychosocial; Transgender; Demography; Sex work; Socioeconomic status; Medicine; Transgender women; Gerontology; Psychology; Clinical psychology; Environmental health; Human immunodeficiency virus (HIV); Population; Syphilis; Psychiatry; Family medicine; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005581821,0.0001281388,0.0002632303,0.0001591848,0.00008812897,0.00001924734,0.00009746964,0.00007573453,0.0001041339],"category_scores_gemma":[0.00004784566,0.00009386702,0.00003139436,0.0004745513,0.0001785998,0.00006409625,0.0000273242,0.0002693005,0.000001592512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035256,"about_ca_system_score_gemma":0.0001387542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003341364,"about_ca_topic_score_gemma":0.0004051105,"domain_scores_codex":[0.9986055,0.0001884096,0.0002951831,0.0003402906,0.0003446237,0.0002259618],"domain_scores_gemma":[0.9994774,0.00008043987,0.00004549371,0.0001472026,0.00004980158,0.0001996188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007982436,0.00326892,0.5464407,0.0006967126,0.0007608691,0.00004271841,0.1239839,0.00008114395,0.2671693,0.0001565435,0.008203357,0.04121337],"study_design_scores_gemma":[0.01238963,0.008511508,0.8958275,0.0001853967,0.00005628051,0.00005107589,0.04722225,0.02386442,0.008658999,0.000332284,0.002569783,0.0003309252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870237,0.00004583973,0.006882488,0.001925471,0.000002405181,0.002190945,0.0000681985,0.000016049,0.001844937],"genre_scores_gemma":[0.9962234,0.000008739929,0.00007604186,0.0001477473,0.00002488225,0.0006601328,0.000009227718,0.00001578055,0.002834083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3493868,"threshold_uncertainty_score":0.3827786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168178252823432,"score_gpt":0.2944225407104562,"score_spread":0.277604715428113,"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."}}