{"id":"W4414849967","doi":"10.1007/s13178-025-01178-5","title":"Assessing Evidence and Proposing a Conceptual Framework to Enhance HIV Testing and Mental Health Awareness Among Middle-Aged and Older Men who have Sex with Men: Insights from Social Work Perspective on Practical Interventions","year":2025,"lang":"en","type":"article","venue":"Sexuality Research and Social Policy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Hong Kong Baptist University","keywords":"Mental health; Stigma (botany); Theory of planned behavior; Conceptual framework; Social support; Men who have sex with men; Outreach; Conceptual model; Sex work; Health belief model","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":[0.04975853,0.001373494,0.001046994,0.009435586,0.004898191,0.00975149,0.003334935,0.003368376,0.002673871],"category_scores_gemma":[0.03990884,0.0006369723,0.001814137,0.003631173,0.0120334,0.008872789,0.00836438,0.004712663,0.0001873762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01306285,"about_ca_system_score_gemma":0.0407843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006507817,"about_ca_topic_score_gemma":0.01482748,"domain_scores_codex":[0.9682208,0.02659902,0.001353714,0.0008792454,0.002102221,0.000845017],"domain_scores_gemma":[0.9563619,0.03432945,0.002135503,0.001003579,0.004099683,0.002069943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004454353,0.0009042269,0.01756327,0.013104,0.0004202954,0.000722745,0.09980808,0.002120693,0.0006864611,0.5727729,0.01387832,0.2779745],"study_design_scores_gemma":[0.0002179886,0.0007920906,0.01562816,0.04737623,0.0009945934,0.000559759,0.2358135,0.009492297,0.0009597504,0.5379658,0.1500351,0.0001647091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1261679,0.07734606,0.1266457,0.5530521,0.002017411,0.00353391,0.0002816091,0.0002281223,0.1107272],"genre_scores_gemma":[0.8340099,0.02315539,0.1266389,0.01146978,0.0002411378,0.002636821,0.0001346723,0.00002393955,0.001689446],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04975853,"threshold_uncertainty_score":0.2631513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1889635944319314,"score_gpt":0.5425858766201653,"score_spread":0.3536222821882339,"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."}}