{"id":"W4415374488","doi":"10.1136/bmjgh-2025-019502","title":"The consequences of dismantling community-led HIV programming in Kenya: a call to action from the HEKA programme research partnership in Kenya","year":2025,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"General partnership; Call to action; Human immunodeficiency virus (HIV); Public health; Action (physics); Action research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06340264,0.001397021,0.001113153,0.0007156627,0.02290051,0.01273238,0.006048301,0.02306917,0.01864589],"category_scores_gemma":[0.07188072,0.001196137,0.001551389,0.001418147,0.01271119,0.01203765,0.01802204,0.02560779,0.001203701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02166175,"about_ca_system_score_gemma":0.211845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2379415,"about_ca_topic_score_gemma":0.4204597,"domain_scores_codex":[0.9473178,0.02898238,0.0018945,0.001116162,0.004477257,0.01621189],"domain_scores_gemma":[0.8876446,0.04195664,0.007509619,0.001950927,0.01023161,0.05070664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001586594,0.002676244,0.0340267,0.0126766,0.0004933244,0.006126329,0.08286183,0.001967069,0.003773003,0.04112065,0.5696193,0.2430724],"study_design_scores_gemma":[0.001882977,0.004851006,0.09068916,0.03241608,0.0008394167,0.001938923,0.2989157,0.001827538,0.002751231,0.02199204,0.5408285,0.001067408],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02248555,0.007244252,0.0003905624,0.9630173,0.002079474,0.0003903632,0.0002148639,0.00004217467,0.004135482],"genre_scores_gemma":[0.3930812,0.03616114,0.009907056,0.5409353,0.001987657,0.003282137,0.0005785425,0.0002269548,0.01383995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2379415,"threshold_uncertainty_score":0.4731131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1926633165150607,"score_gpt":0.5369747076090899,"score_spread":0.3443113910940293,"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."}}