{"id":"W4210662244","doi":"10.1111/hiv.13237","title":"Stopping and restarting PrEP and loss to follow‐up among PrEP‐taking men who have sex with men and transgender women at risk of HIV‐1 participating in a prospective cohort study in Kenya","year":2022,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Institute on Drug Abuse; National Heart, Lung, and Blood Institute; National Institute of Mental Health; Center for AIDS Research, University of Washington; Wellcome Trust; United States Agency for International Development; National Institutes of Health; National Institute of General Medical Sciences; International AIDS Vaccine Initiative; National Institute on Aging; University of Washington; Gilead Sciences","keywords":"Medicine; Men who have sex with men; Pre-exposure prophylaxis; Interquartile range; Transgender women; Confidence interval; Demography; Human immunodeficiency virus (HIV); Prospective cohort study; Cohort; Family medicine; Internal medicine","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":[0.002610389,0.0001900831,0.0006691796,0.0003964234,0.0002120094,0.00001288288,0.0000698064,0.00003163555,0.0001976659],"category_scores_gemma":[0.0007452252,0.0001521383,0.00002061176,0.0004092882,0.0002234654,0.0001155938,0.0002188527,0.000428808,2.669043e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199051,"about_ca_system_score_gemma":0.00005338587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002315856,"about_ca_topic_score_gemma":0.003182314,"domain_scores_codex":[0.9973701,0.000378437,0.0005977319,0.0005651025,0.0006007464,0.0004879174],"domain_scores_gemma":[0.9989862,0.0002018813,0.0001989498,0.0002468643,0.00007101941,0.0002950688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009949997,0.0001756057,0.8351805,0.000169085,0.0001852352,0.000126381,0.1611519,0.00006434674,0.0005492194,0.000002793821,0.0003749435,0.001025066],"study_design_scores_gemma":[0.007608823,0.005408916,0.8622609,0.0007053898,0.00009831319,0.00002540381,0.1116126,0.01200624,0.0001061728,0.00002023309,0.0000242292,0.0001226674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915742,0.0002533711,0.0001008665,0.0003775776,0.000004736969,0.002731143,0.00001877207,0.00001864602,0.004920655],"genre_scores_gemma":[0.9923111,0.00003231199,0.00006288763,0.00002401728,0.00002988028,0.001550583,0.000008040318,0.000027314,0.00595388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04953922,"threshold_uncertainty_score":0.620402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580080995462728,"score_gpt":0.3294337041262901,"score_spread":0.3036328941716628,"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."}}