{"id":"W4399527340","doi":"10.1371/journal.pgph.0003193","title":"Relational community engagement within health interventions at varied outcome scales","year":2024,"lang":"en","type":"review","venue":"PLOS Global Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"World Health Organization","keywords":"Psychological intervention; Community engagement; Community health; Public relations; Psychology; Health promotion; Corporate governance; Empowerment; Political science; Health care; Business","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":[0.04352879,0.00086595,0.001955994,0.002343455,0.001453769,0.005668962,0.00183536,0.002140794,0.007683713],"category_scores_gemma":[0.07771032,0.0004645668,0.002791942,0.002729114,0.002546601,0.005081256,0.005562746,0.003504293,0.0005578033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005282637,"about_ca_system_score_gemma":0.01324388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003472733,"about_ca_topic_score_gemma":0.005476093,"domain_scores_codex":[0.936658,0.05090703,0.003564774,0.002869634,0.004513044,0.001487523],"domain_scores_gemma":[0.940697,0.05027779,0.003532485,0.001850799,0.002819298,0.0008225755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009422982,0.001204442,0.008283093,0.1309746,0.004371182,0.0002660365,0.01228186,0.003145741,0.001011369,0.08971222,0.007495982,0.7403111],"study_design_scores_gemma":[0.002005229,0.007553136,0.0471506,0.357898,0.01600483,0.0006939672,0.02411398,0.004701173,0.005375028,0.1491853,0.3849452,0.0003734266],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07760943,0.7008126,0.0676745,0.05304386,0.004634942,0.01658072,0.002518177,0.0003795409,0.07674625],"genre_scores_gemma":[0.6695995,0.2012819,0.07713681,0.01260877,0.001199041,0.03302148,0.0008122458,0.0001426844,0.004197477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04352879,"threshold_uncertainty_score":0.2302049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9375320256579469,"score_gpt":0.7239967341634405,"score_spread":0.2135352914945065,"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."}}