{"id":"W4406439532","doi":"10.1097/qad.0000000000004124","title":"Preferences for HIV preexposure prophylaxis care among gay, bisexual, and other MSM: a large discrete choice experiment","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Human immunodeficiency virus (HIV); Men who have sex with men; Homosexuality; Male Homosexuality; Pre-exposure prophylaxis; Psychology; Medicine; Gerontology; Family medicine; Syphilis","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":[0.0001279703,0.0001221325,0.0002023656,0.000137242,0.0001247981,0.00004864078,0.0001000694,0.00007548217,0.0002432882],"category_scores_gemma":[0.0001970808,0.00008893859,0.0001007222,0.0001611663,0.00009749024,0.00008911583,0.0000833547,0.0001311178,0.000009497435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003608981,"about_ca_system_score_gemma":0.0000734886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002087935,"about_ca_topic_score_gemma":0.0001918267,"domain_scores_codex":[0.9990228,0.00005409613,0.0001864225,0.0002733773,0.000175302,0.0002879714],"domain_scores_gemma":[0.9994096,0.00007278229,0.00003037301,0.0002517797,0.0001083303,0.0001271367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003192444,0.0003799674,0.8746874,0.001593015,0.0004103521,0.000003965285,0.003822177,3.673217e-7,0.006382337,0.001411497,0.06369498,0.0472947],"study_design_scores_gemma":[0.01512951,0.07644842,0.1270711,0.00336044,0.0004306381,0.000007409299,0.0256362,0.001072305,0.07035743,0.0007963286,0.6788958,0.0007944364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743677,0.003881715,0.002145877,0.0002239114,0.00005335244,0.00144047,0.0002309454,0.00005613727,0.01759992],"genre_scores_gemma":[0.9581063,0.0000208014,0.0007845174,0.00008193366,0.00008198514,0.0005834958,0.00005116521,0.00001459618,0.04027519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7476164,"threshold_uncertainty_score":0.3626811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419540201351967,"score_gpt":0.3868519119567139,"score_spread":0.3426565099431942,"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."}}