{"id":"W2947151379","doi":"10.12688/wellcomeopenres.15298.2","title":"A realist review of community engagement with health research","year":2019,"lang":"en","type":"review","venue":"Wellcome Open Research","topic":"Global Health and Surgery","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"NIHR School for Primary Care Research; National Institute for Health and Care Research; Wellcome Trust; Wellcome","keywords":"Community engagement; Sociology; Public relations; Psychology; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0953324,0.001876633,0.006026066,0.02263517,0.002540889,0.01047835,0.005480641,0.006591186,0.005588181],"category_scores_gemma":[0.3056561,0.002021522,0.006016574,0.02456716,0.003996332,0.008401168,0.007161483,0.005440596,0.001489571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0171602,"about_ca_system_score_gemma":0.06323524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007703571,"about_ca_topic_score_gemma":0.01947733,"domain_scores_codex":[0.8423842,0.08377521,0.03686697,0.005925443,0.02874043,0.002307778],"domain_scores_gemma":[0.6525089,0.2665631,0.02781934,0.01010154,0.04065412,0.002353024],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001462841,0.00003727493,0.0003634494,0.8148944,0.00168654,0.0002201379,0.0026661,0.0003201101,0.0003209063,0.009583944,0.02621945,0.1435415],"study_design_scores_gemma":[0.00004935483,0.00008116248,0.0005917795,0.8324012,0.002261897,0.0001572084,0.000735302,0.00007269539,0.0001392218,0.002230915,0.1612459,0.00003348597],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004655369,0.9834813,0.001720467,0.00684262,0.002635236,0.001318026,0.000391944,0.00003218401,0.003112587],"genre_scores_gemma":[0.01143072,0.9695374,0.005995291,0.006591712,0.0008897512,0.004198096,0.000546501,0.00003969925,0.0007708087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9046676,"threshold_uncertainty_score":0.504172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8322292338803141,"score_gpt":0.6360615931628049,"score_spread":0.1961676407175093,"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."}}