{"id":"W3100519488","doi":"10.1101/2020.11.09.20228494","title":"Changes in sexual behavior, PrEP adherence, and access to sexual health services due to the COVID-19 pandemic among a cohort of PrEP-using MSM in the South","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for AIDS Research, University of Washington; Emory University","keywords":"Cohort; Medicine; Pandemic; Men who have sex with men; Demography; Cohort study; Reproductive health; Quarter (Canadian coin); Family medicine; Human immunodeficiency virus (HIV); Coronavirus disease 2019 (COVID-19); Environmental health; Population; Geography; Internal medicine; Disease; Syphilis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006715946,0.000243247,0.0002425742,0.000589336,0.0007915074,0.0006492111,0.0003985876,0.0004504925,0.001726663],"category_scores_gemma":[0.001794493,0.0003430093,0.0004858278,0.0006453607,0.0003497352,0.0007426419,0.0008252403,0.0008663681,0.0003393366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005513611,"about_ca_system_score_gemma":0.0008353179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02994434,"about_ca_topic_score_gemma":0.03093182,"domain_scores_codex":[0.9997002,0.00005930408,0.00002362405,0.00006728318,0.00005545849,0.00009429246],"domain_scores_gemma":[0.9992458,0.00007692788,0.0002998039,0.00005950039,0.00009383535,0.0002240879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003804607,0.00004849913,0.9983621,0.000004741405,0.00001151046,0.00005139097,0.0005674895,0.00001179163,0.000203815,0.000007654396,0.0000847609,0.0006082754],"study_design_scores_gemma":[0.000002523089,0.00007870569,0.9981722,0.000005357036,0.000004900479,0.0001287738,0.001386423,0.00006146264,0.00004878686,0.000008909889,0.0000993022,0.000002754462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994585,0.00002383035,0.00002009421,0.00005109555,0.000002510015,0.0000103364,0.0002786889,0.000001674317,0.0001531925],"genre_scores_gemma":[0.999177,0.00005602918,0.00006249291,0.00005901179,0.000005787964,0.00002716916,0.0004128479,0.000002098984,0.000197377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02994434,"threshold_uncertainty_score":0.05954009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1626420595359164,"score_gpt":0.4363867501491215,"score_spread":0.2737446906132051,"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."}}