{"id":"W4220655745","doi":"10.2196/36845","title":"A Skills-Based HIV Serostatus Disclosure Intervention for Sexual Minority Men in South Africa: Protocol for Intervention Adaptation and a Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Serostatus; Focus group; Intervention (counseling); Men who have sex with men; Medicine; Randomized controlled trial; Psychological intervention; mHealth; Psychology; Nursing; Family medicine; Human immunodeficiency virus (HIV); Viral load","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01719594,0.004534967,0.008141376,0.002383636,0.003093207,0.003223466,0.003241106,0.004709499,0.05986714],"category_scores_gemma":[0.01436688,0.002554509,0.003896384,0.002484072,0.002601845,0.003074015,0.002479627,0.007046125,0.006544778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004048158,"about_ca_system_score_gemma":0.01250816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004527888,"about_ca_topic_score_gemma":0.006494389,"domain_scores_codex":[0.9902894,0.005139903,0.001041502,0.0009202749,0.000992415,0.00161647],"domain_scores_gemma":[0.9941354,0.001562313,0.001161657,0.0006907632,0.001250415,0.001199429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8163444,0.07112186,0.001194391,0.02237255,0.002368682,0.0003259564,0.001084234,0.002258505,0.002400385,0.002838777,0.01425853,0.06343178],"study_design_scores_gemma":[0.9509887,0.03387687,0.001734162,0.001478134,0.0004642854,0.00002678342,0.0002329792,0.0008502218,0.000460947,0.001120821,0.008707182,0.00005901753],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003905887,0.0001398087,0.0006542315,0.00009186883,0.0001307253,0.9941048,0.0005277545,0.00006165981,0.0003831471],"genre_scores_gemma":[0.002573257,0.00009462823,0.001311209,0.00006540475,0.00001841217,0.9956073,0.00005386168,0.000002664965,0.0002731596],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05986714,"threshold_uncertainty_score":0.2002755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680951756098198,"score_gpt":0.5097733299676976,"score_spread":0.3416781543578779,"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."}}