{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03241614,0.004432473,0.004758593,0.002170135,0.005345177,0.003301887,0.005059057,0.003996233,0.0681139],"category_scores_gemma":[0.01646807,0.003238083,0.002393147,0.001934813,0.003027356,0.003093798,0.003336434,0.007401882,0.0106451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00803478,"about_ca_system_score_gemma":0.03119991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00688562,"about_ca_topic_score_gemma":0.01176496,"domain_scores_codex":[0.9855927,0.009905064,0.001175354,0.001290969,0.0007295764,0.001306242],"domain_scores_gemma":[0.9916314,0.001950683,0.001226402,0.001123778,0.002205558,0.00186205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3480633,0.1218272,0.008177423,0.03675545,0.001267191,0.0019612,0.008697215,0.007139631,0.007069848,0.02839123,0.1924757,0.2381746],"study_design_scores_gemma":[0.4961779,0.06460808,0.0207429,0.01390808,0.0007098436,0.0003408679,0.004275038,0.005082755,0.005397835,0.009188955,0.3790761,0.000491664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001869346,0.0001051515,0.001707474,0.0001454213,0.00009586982,0.9935772,0.001320546,0.00005429539,0.001124777],"genre_scores_gemma":[0.0009037855,0.00006103214,0.002349712,0.0000593816,0.00001345222,0.9961748,0.0001569945,0.000003350106,0.0002774284],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0681139,"threshold_uncertainty_score":0.2278637,"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."}}