{"id":"W4395463854","doi":"10.1177/15248399241245053","title":"Esengo ya Bosembo (“Joy of Equity”): Development of an Advocacy Video to Reduce Stigma and to Promote Sexual and Reproductive Health and Rights of Women Sex Professionals in Pointe-Noire, Congo Republic","year":2024,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Western University; United Nations University Institute for Water, Environment, and Health; Women's College Hospital; University of Toronto","funders":"Grand Challenges Canada; Canada Research Chairs","keywords":"Stigma (botany); Reproductive health; Sexual and reproductive health and rights; Gender equity; Health equity; Equity (law); Gender studies; Psychology; Reproductive rights; Gerontology; Nursing; Political science; Medicine; Environmental health; Sociology; Psychiatry; Public health; Law; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01154694,0.0001622161,0.000506083,0.0003814386,0.0004135102,0.00005483172,0.0001194766,0.0001319419,0.0000214178],"category_scores_gemma":[0.002820355,0.0001415719,0.00001125791,0.0009789784,0.0001923743,0.0008432755,0.0001878141,0.0003192825,0.000001830227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003956365,"about_ca_system_score_gemma":0.003077259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003667303,"about_ca_topic_score_gemma":0.0004399966,"domain_scores_codex":[0.9957211,0.001496717,0.0009753206,0.0007203571,0.0005673324,0.0005191911],"domain_scores_gemma":[0.9977788,0.0003890833,0.0005464407,0.0002523289,0.0003713787,0.0006619566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002440266,0.0007849612,0.0001990902,0.00142778,0.00005401278,0.00000544964,0.8146102,0.000001724556,0.0004781631,0.00193984,0.0003918483,0.1798629],"study_design_scores_gemma":[0.002238906,0.01273549,0.01841126,0.006772241,0.00004973321,0.000126723,0.7867238,0.0001565293,0.00791801,0.007118185,0.156849,0.0009001218],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522398,0.001891624,0.00004133854,0.04305783,0.0001982389,0.002078248,0.000004678324,0.00004580227,0.0004424331],"genre_scores_gemma":[0.9889468,0.0002887407,0.009333271,0.0004081854,0.00008657732,0.00008958732,0.000008813827,0.00001752891,0.0008205116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1789627,"threshold_uncertainty_score":0.5773137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0575054204837673,"score_gpt":0.4552040128127702,"score_spread":0.3976985923290029,"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."}}