{"id":"W2945381935","doi":"10.2196/13771","title":"Factors Associated With Willingness to Use Pre-Exposure Prophylaxis in Brazil, Mexico, and Peru: Web-Based Survey Among Men Who Have Sex With Men","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Men who have sex with men; Medicine; Context (archaeology); Demography; Pre-exposure prophylaxis; Logistic regression; Population; Environmental health; Gerontology; Human immunodeficiency virus (HIV); Family medicine; Geography; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002190119,0.0003030761,0.0007825863,0.0003273899,0.0001597762,0.0002072808,0.0001288566,0.000153394,0.00006200806],"category_scores_gemma":[0.0008127888,0.0002035517,0.00003928748,0.0007714399,0.0001620172,0.0003556385,0.00005209068,0.0004726789,0.000002757783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084721,"about_ca_system_score_gemma":0.001123725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004413998,"about_ca_topic_score_gemma":0.03223785,"domain_scores_codex":[0.9964741,0.0008934962,0.0004557819,0.000636714,0.0006166591,0.0009232694],"domain_scores_gemma":[0.9972095,0.0004875928,0.0001651255,0.0004089527,0.0003911811,0.001337602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004307007,0.000239013,0.9909878,0.0003299894,0.00006490346,0.000007148363,0.001420656,0.000006672307,0.00001265445,0.00000390253,0.00457598,0.001920598],"study_design_scores_gemma":[0.003563005,0.009232269,0.9775662,0.0002438804,9.873236e-7,0.000002081974,0.0007032028,0.006064129,0.000005167438,4.967899e-7,0.002378597,0.0002399712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938362,0.0001302614,0.0001108749,0.001695515,0.000007988564,0.002472244,0.0002306783,0.00007081831,0.00144538],"genre_scores_gemma":[0.9860555,0.00002913551,0.00001895449,0.0003302402,0.00001526175,0.0001645401,0.0003926815,0.00004689575,0.0129468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02782385,"threshold_uncertainty_score":0.9854213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262868727972433,"score_gpt":0.3213869804060062,"score_spread":0.2887582931262818,"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."}}