{"id":"W3084099101","doi":"10.1521/aeap.2020.32.4.271","title":"Structural, Dosing, and Risk Change Factors Affecting Discontinuation of Pre-exposure Prophylaxis (PrEP) in a Large Urban Clinic","year":2020,"lang":"en","type":"article","venue":"AIDS Education and Prevention","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Pre-exposure prophylaxis; Dosing; Medicine; Discontinuation; Psychological intervention; Family medicine; Human immunodeficiency virus (HIV); Quarter (Canadian coin); Men who have sex with men; Surgery; Pharmacology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003780321,0.00009266953,0.0001876238,0.0001480379,0.00007194535,0.00002883472,0.00003194838,0.00006872541,0.0002304379],"category_scores_gemma":[0.0005857444,0.00007892885,0.00007569918,0.000246717,0.00003346585,0.000298235,0.00002940446,0.0001951536,0.000002466356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002214764,"about_ca_system_score_gemma":0.00006331281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003196897,"about_ca_topic_score_gemma":0.0001320397,"domain_scores_codex":[0.9989681,0.0002326701,0.0003138632,0.0002190994,0.0001370605,0.0001292693],"domain_scores_gemma":[0.9994678,0.00005173905,0.0001810291,0.0001014111,0.0000771257,0.0001208416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007541241,0.0001793316,0.8575475,0.0002979044,0.0000302324,1.433852e-7,0.01004468,4.826889e-8,0.0006196006,0.0000410318,0.0003573972,0.1308067],"study_design_scores_gemma":[0.0008992231,0.004839584,0.9892135,0.0004270184,0.00006257191,0.00000215791,0.003132674,0.0002901446,0.0006584296,0.0001336756,0.0002650601,0.00007593089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969388,0.001423229,0.0002443771,0.000224535,0.00005852494,0.0008605279,0.00001838218,0.00001720434,0.0002144592],"genre_scores_gemma":[0.9975896,0.0003288047,0.0003297914,0.00002392145,0.0001216053,0.00004060937,0.0001229576,0.000009601291,0.001433053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131666,"threshold_uncertainty_score":0.3218625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994184014716461,"score_gpt":0.3688577201381009,"score_spread":0.3289158799909363,"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."}}