{"id":"W4406327982","doi":"10.21203/rs.3.rs-4664249/v1","title":"Social Determinants of Health Informed Interventions to Address or Reduce Sexually Transmitted and Blood Borne Infections Among 2SGBTMSM in High-Income Countries Between 2012 – 2024: A Scoping Review Protocol","year":2025,"lang":"en","type":"review","venue":"Research Square","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychological intervention; CINAHL; Men who have sex with men; MEDLINE; Gerontology; Medicine; Grey literature; Psychology; Family medicine; Political science; Human immunodeficiency virus (HIV); Nursing","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":[0.04648773,0.002471662,0.00820689,0.008186005,0.002184221,0.00442001,0.002964111,0.005364403,0.02308737],"category_scores_gemma":[0.07199678,0.002658696,0.01632126,0.007564058,0.001704161,0.003185358,0.004849164,0.003550768,0.002106763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009906526,"about_ca_system_score_gemma":0.05766586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596369,"about_ca_topic_score_gemma":0.04569259,"domain_scores_codex":[0.9793881,0.008568961,0.007184326,0.001302692,0.002662318,0.0008935672],"domain_scores_gemma":[0.9770725,0.01036014,0.005945323,0.001054528,0.004814821,0.000752717],"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":[0.001556597,0.0001554498,0.001180696,0.9112176,0.004681867,0.00008982562,0.0005893547,0.0004319345,0.0002272646,0.001134737,0.006394497,0.07234029],"study_design_scores_gemma":[0.004172558,0.000588354,0.005312777,0.9194831,0.02745277,0.00008325966,0.0005200494,0.0002241024,0.0003627381,0.0008599667,0.04085996,0.00008032387],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004956307,0.2226097,0.004534047,0.002626223,0.001307379,0.7405319,0.01879389,0.0002658162,0.004374768],"genre_scores_gemma":[0.01730654,0.1844102,0.01917221,0.001437729,0.0001685772,0.7719936,0.003756774,0.00003130283,0.001723066],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04648773,"threshold_uncertainty_score":0.2458535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468010327994029,"score_gpt":0.5649567577168156,"score_spread":0.4181557249174128,"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."}}