{"id":"W6976844986","doi":"10.60692/dafps-s0023","title":"Opportunities and challenges to Integrating mental health into HIV programs in a Low- and Middle-Income Country: Insights from the Nigeria Implementation Science Alliance","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Mental health; Stigma (botany); Alliance; Workforce; Social stigma; Public health; Human immunodeficiency virus (HIV); Workforce development; Health care; Global mental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131366,0.0001010522,0.0001475058,0.00007795592,0.0006459332,0.0004413303,0.0002918572,0.00005838703,0.000006180253],"category_scores_gemma":[0.0000941526,0.00007397428,0.0000103132,0.0003274518,0.0002655269,0.001383904,0.0001773533,0.0001365701,0.00001630078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520854,"about_ca_system_score_gemma":0.0002579346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112528,"about_ca_topic_score_gemma":0.0003285557,"domain_scores_codex":[0.9983827,0.0001837583,0.0003959213,0.0001748477,0.0005891888,0.0002735744],"domain_scores_gemma":[0.9993499,0.00002527681,0.0001834196,0.00009770778,0.00009321191,0.0002505041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001568768,5.19591e-7,0.04743972,0.0001719531,0.000004513557,5.732891e-7,0.9459971,7.869849e-7,6.090771e-7,0.002977141,0.00002728689,0.00336416],"study_design_scores_gemma":[0.0003207191,0.00005443721,0.01517894,0.0005707495,0.000001155159,6.611403e-7,0.9800407,0.0004859217,0.00001238319,0.00001049834,0.003231098,0.00009271297],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975872,0.0001225539,0.0002197617,0.02158022,0.0001196989,0.0011948,0.00005618276,0.00006740951,0.0007674136],"genre_scores_gemma":[0.9984835,0.0001055201,0.0002826022,0.0009578593,0.00007433249,0.00007241646,0.00001485731,0.000003345071,0.000005576951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03404367,"threshold_uncertainty_score":0.4968061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208149335093743,"score_gpt":0.3400317842724442,"score_spread":0.1318824491787012,"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."}}