{"id":"W3132670989","doi":"10.2196/23412","title":"The EMERALD (Enabling Mobilization, Empowerment, Risk Reduction, and Lasting Dignity) Study: Protocol for the Design, Implementation, and Evaluation of a Community-Based Combination HIV Prevention Intervention for Female Sex Workers in Baltimore, Maryland","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Sex work and related issues","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; Scheme for Promotion of Academic and Research Collaboration; Center for AIDS Research, University of Washington; National Institutes of Health; National Institute of Mental Health; National Institute of Allergy and Infectious Diseases; Johns Hopkins University","keywords":"Medicine; Harm reduction; Community mobilization; Gonorrhea; Psychological intervention; Outreach; Men who have sex with men; Empowerment; Reproductive health; Environmental health; Gerontology; Family medicine; Population; Nursing; Public health; Human immunodeficiency virus (HIV); Syphilis","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02724578,0.0000994732,0.0001317593,0.0001597517,0.003017455,0.0003512636,0.0001759724,0.000076223,0.0000224598],"category_scores_gemma":[0.001225197,0.00007118722,0.00004465423,0.000814205,0.0002731557,0.0002592214,0.00007435739,0.00029528,1.736474e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492645,"about_ca_system_score_gemma":0.0004336713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006442194,"about_ca_topic_score_gemma":0.001446882,"domain_scores_codex":[0.9906957,0.00760373,0.000507164,0.0002159156,0.0006959044,0.0002815494],"domain_scores_gemma":[0.995603,0.001999657,0.0003191184,0.0002146536,0.001820747,0.00004286828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004733166,0.007563899,0.4020568,0.002479127,0.0003795992,7.264381e-7,0.190069,0.004848166,0.000755948,0.001022404,0.008915766,0.3771754],"study_design_scores_gemma":[0.03691181,0.004089454,0.05381263,0.002876215,0.00009097509,9.823218e-7,0.8126287,0.01653961,0.005270912,0.02722821,0.04020485,0.0003456564],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05053875,0.00001285729,0.004486024,0.0008156385,0.000009437543,0.9440811,0.000003178868,0.00001760529,0.0000354594],"genre_scores_gemma":[0.07241882,0.000003815886,0.0002829444,0.000004873342,0.00003825032,0.9269558,0.00002921573,0.00001313788,0.0002531418],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6225597,"threshold_uncertainty_score":0.9982805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3574493508784431,"score_gpt":0.6063980503357492,"score_spread":0.2489486994573061,"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."}}