{"id":"W4281639318","doi":"10.1089/apc.2021.0219","title":"Trends in Sexual Behavior and Sexually Transmitted Infections After Initiating Human Immunodeficiency Virus Pre-Exposure Prophylaxis in Men Who Have Sex with Men from Amsterdam, the Netherlands: A Longitudinal Exposure-Matched Study","year":2022,"lang":"en","type":"article","venue":"AIDS Patient Care and STDs","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Stichting Sanquin Bloedvoorziening; Rijksinstituut voor Volksgezondheid en Milieu; Amsterdam University Medical Centers","keywords":"Medicine; Men who have sex with men; Chlamydia; Pre-exposure prophylaxis; Demography; Gonorrhea; Syphilis; Logistic regression; Casual; Anal sex; Human immunodeficiency virus (HIV); Cohort; Gynecology; Internal medicine; Immunology","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":[0.000302518,0.0002456249,0.0004019075,0.0004514159,0.0003934669,0.00008221168,0.0001142884,0.00006320298,0.0002509773],"category_scores_gemma":[0.00001763954,0.0001730899,0.00005614284,0.0005489681,0.0001135377,0.000165305,0.0001553601,0.0006593649,4.287032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254064,"about_ca_system_score_gemma":0.00006501474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008326287,"about_ca_topic_score_gemma":0.01528238,"domain_scores_codex":[0.9976343,0.0004904467,0.000510477,0.0004827008,0.0005263208,0.0003557676],"domain_scores_gemma":[0.9993101,0.00008222775,0.00008959405,0.0003343112,0.00008642768,0.00009733305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004014991,0.001326696,0.7465224,0.00003208757,0.00009572561,0.0001224657,0.1055758,0.00001134757,0.0004260589,9.405974e-7,0.00003449369,0.1454505],"study_design_scores_gemma":[0.003684398,0.2350827,0.6143662,0.00006466261,0.0001173698,0.00001761358,0.1462373,0.0001750755,0.00006102465,0.000004188521,0.00001649651,0.0001728584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959946,0.001159821,0.00002137404,0.00001242479,0.00001045839,0.001247785,0.0002161755,0.00002584394,0.001311464],"genre_scores_gemma":[0.9973739,0.000007970319,0.00001619999,0.00001875562,0.00002360322,0.001723351,0.0001872434,0.00002896818,0.00062002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2337561,"threshold_uncertainty_score":0.9982774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587017288964254,"score_gpt":0.2978485162569884,"score_spread":0.2819783433673459,"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."}}