{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01043231,0.0006352557,0.0005381382,0.0002091226,0.0009273937,0.001263426,0.0006599589,0.001052086,0.004035917],"category_scores_gemma":[0.009662215,0.0004596479,0.0006364026,0.0001981041,0.001146892,0.001054983,0.0007418353,0.001359824,0.0003440567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006823813,"about_ca_system_score_gemma":0.0009269742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467412,"about_ca_topic_score_gemma":0.002876362,"domain_scores_codex":[0.9953994,0.003523839,0.0001703022,0.0003655383,0.0002867251,0.0002542052],"domain_scores_gemma":[0.9915161,0.005577655,0.001255889,0.0005868252,0.0002170537,0.0008465996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1194776,0.3609912,0.403451,0.0006151475,0.001244725,0.0006784147,0.0118619,0.008134368,0.03752767,0.004567406,0.002197866,0.04925285],"study_design_scores_gemma":[0.05059378,0.2771566,0.5155359,0.0002373494,0.0009445353,0.0005665772,0.008985271,0.1034934,0.01804679,0.01389236,0.01007188,0.0004755658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986693,0.000009665637,0.0005087127,0.00006095974,0.000006835953,0.0004317677,0.00006775899,0.000004017189,0.0002410543],"genre_scores_gemma":[0.9911267,0.00003363893,0.004430969,0.0003140873,0.00002087155,0.002938009,0.0001530171,0.000002400296,0.0009801682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043231,"threshold_uncertainty_score":0.05517197,"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."}}