{"id":"W3138918129","doi":"10.1007/s10461-021-03224-w","title":"Undetectable or Unknown? A Longitudinal Event-Level Analysis of Disclosure of HIV Serostatus and Undetectability Among Gay, Bisexual, and Other Men Who have Sex with Men (gbMSM) in Metro Vancouver","year":2021,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Victoria; Inro Consultants (Canada); University of British Columbia; AIDS Vancouver","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Serostatus; Men who have sex with men; Health psychology; Demography; Homosexuality; Medicine; Public health; Viral load; Psychology; Human immunodeficiency virus (HIV); Gerontology; Immunology; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001504612,0.0002564983,0.0004202101,0.0007262231,0.001746008,0.001815522,0.001561007,0.0009639945,0.001130399],"category_scores_gemma":[0.004441437,0.0006268116,0.0005679725,0.001775143,0.0006678276,0.000872599,0.002132439,0.002327552,0.0002635042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002766079,"about_ca_system_score_gemma":0.004183668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7097758,"about_ca_topic_score_gemma":0.8196235,"domain_scores_codex":[0.9986176,0.0004533507,0.0001017166,0.0002027145,0.0001783163,0.0004463145],"domain_scores_gemma":[0.9964916,0.0004651485,0.001113557,0.0003006226,0.0006398078,0.0009892682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000705982,0.0000797198,0.9983441,0.000004224294,0.00004144578,0.00004183184,0.0006711099,0.00002464597,0.00004050519,0.00002289065,0.00008420402,0.0005746834],"study_design_scores_gemma":[0.000004886505,0.00005805607,0.9946267,0.00001485134,0.00002524378,0.00005053108,0.004672761,0.000287509,0.00002474986,0.00002695024,0.0002005435,0.000007212158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992478,0.00006207736,0.00004021577,0.00006822984,0.000004487958,0.000008464454,0.0003578235,0.000001285035,0.0002093571],"genre_scores_gemma":[0.9986392,0.00009422087,0.0000727127,0.00004354521,0.000003967478,0.00001553033,0.0005131979,0.00000174807,0.0006159748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2902242,"threshold_uncertainty_score":0.5838667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347730065201331,"score_gpt":0.3562522832574829,"score_spread":0.3027749826054695,"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."}}