{"id":"W4417168008","doi":"10.1136/jech-2025-224002","title":"A web of risk: multilevel factors and feedback loops (re)produce HIV ‘risk’ among gay, bisexual and other men who have sex with men – a global systematic review","year":2025,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Robert Wood Johnson Foundation","keywords":"Human immunodeficiency virus (HIV); Diversity (politics); Men who have sex with men; Multilevel model; Safer sex; Population","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":[0.02151994,0.001341229,0.003586708,0.009691025,0.0008412752,0.005942463,0.001555942,0.002009547,0.003211261],"category_scores_gemma":[0.07596634,0.00116874,0.008242114,0.007772244,0.001923793,0.004880711,0.002754295,0.001787588,0.0002755068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004282997,"about_ca_system_score_gemma":0.01360925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143233,"about_ca_topic_score_gemma":0.02446429,"domain_scores_codex":[0.9803219,0.01102167,0.00412674,0.001517394,0.002574608,0.0004377303],"domain_scores_gemma":[0.9212279,0.06572534,0.007724139,0.001140503,0.003851429,0.0003307061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002874346,0.00004911653,0.01105945,0.805434,0.02054147,0.0003162572,0.004138481,0.0007143848,0.0003327772,0.004241716,0.003316571,0.1495684],"study_design_scores_gemma":[0.0001719999,0.0003005398,0.01738524,0.8562168,0.07930423,0.0007689194,0.004611427,0.0005277678,0.0004808391,0.006294096,0.03382492,0.0001132107],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005191247,0.9902169,0.000793778,0.001847565,0.0001652242,0.0004089452,0.0004697493,0.00002023681,0.0008864558],"genre_scores_gemma":[0.1260471,0.864253,0.005530722,0.002153533,0.0002240799,0.001094364,0.0003908338,0.00002649661,0.0002798324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02151994,"threshold_uncertainty_score":0.1138097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086839245870231,"score_gpt":0.4450645761844585,"score_spread":0.3363806515974355,"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."}}