{"id":"W4406569591","doi":"10.1080/19419899.2025.2452198","title":"‘Why are PrEP gays always like this … ’: psychosocial influences on U.K.-based men who have sex with men’s perceptions and use of HIV pre-exposure prophylaxis","year":2025,"lang":"en","type":"article","venue":"Psychology and Sexuality","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Psychology; Psychosocial; Pre-exposure prophylaxis; Men who have sex with men; Human immunodeficiency virus (HIV); Safer sex; Clinical psychology; Perception; Psychiatry; Medicine; Family medicine; Condom","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005378354,0.0001824974,0.0003978976,0.0002032337,0.0002286583,0.00003173554,0.00009956116,0.0002210715,0.0003722676],"category_scores_gemma":[0.0001885918,0.0001370005,0.00006231228,0.0001962226,0.0007174748,0.0001126432,0.0000345562,0.0004127349,0.000005157954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002507153,"about_ca_system_score_gemma":0.00006905364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003216543,"about_ca_topic_score_gemma":0.0004008422,"domain_scores_codex":[0.9981074,0.0005385104,0.0003446065,0.0005071033,0.0002349179,0.0002674637],"domain_scores_gemma":[0.9989294,0.0001680092,0.0001139667,0.0004437357,0.0001876685,0.0001571835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001358211,0.001039485,0.7371133,0.0003715024,0.0002643159,0.00000884581,0.002320501,0.000003179846,0.001239963,0.0001072995,0.2484243,0.007749055],"study_design_scores_gemma":[0.002463381,0.00709399,0.9787591,0.0002827118,0.00009081249,0.000009537318,0.001129062,0.0004620301,0.0001354361,0.0002235576,0.009208119,0.0001423138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620252,0.0002352097,0.001968435,0.007257619,0.00002470564,0.0007853528,0.0002162949,0.00004705357,0.02744014],"genre_scores_gemma":[0.9610496,0.0001127366,0.0002625189,0.001737665,0.00005015504,0.0001337357,0.00004829691,0.00001214042,0.03659317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416458,"threshold_uncertainty_score":0.5586717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156346060314685,"score_gpt":0.3771699596264713,"score_spread":0.3456064990233245,"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."}}