{"id":"W4402278029","doi":"10.1136/bmjgh-2024-015068","title":"Effective community entry: reflections on community engagement in culturally sensitive research in southwestern Nigeria","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Grand Challenges Canada","keywords":"Public relations; Community engagement; CLARITY; Coproduction; Documentation; Culturally appropriate; Psychological intervention; Sociology; Political science; Nursing; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05267427,0.001027255,0.001064489,0.001103973,0.03706364,0.01265099,0.00293027,0.006361213,0.002732674],"category_scores_gemma":[0.05518432,0.001270865,0.0008566958,0.001072449,0.02829878,0.01023039,0.02233857,0.01387848,0.0004503789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007812539,"about_ca_system_score_gemma":0.0186903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008421953,"about_ca_topic_score_gemma":0.026543,"domain_scores_codex":[0.921768,0.06896804,0.001160213,0.0009620873,0.002208847,0.004932724],"domain_scores_gemma":[0.9367287,0.04802757,0.002438367,0.00195246,0.002599158,0.008253714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002112549,0.00008058691,0.000650362,0.0001454598,0.00000355277,0.001277688,0.986154,0.00001832515,0.0003271064,0.002482639,0.001175358,0.007663996],"study_design_scores_gemma":[0.000006137621,0.00007066706,0.0006480982,0.0004478277,0.00000523281,0.0003204429,0.9761147,0.00002745543,0.0002020428,0.001388918,0.02075264,0.000015829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8228471,0.006914728,0.006996497,0.1230945,0.002048373,0.0008506458,0.00004204639,0.0001034971,0.03710268],"genre_scores_gemma":[0.9760215,0.003609017,0.004752429,0.009502243,0.0002230599,0.0003966519,0.00002135916,0.00008697411,0.005386823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05267427,"threshold_uncertainty_score":0.2785715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7638421987406322,"score_gpt":0.7531719512299606,"score_spread":0.01067024751067158,"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."}}