{"id":"W4390079886","doi":"10.1093/geroni/igad104.3152","title":"A SCOPING REVIEW ON BARRIERS AND FACILITATORS OF COMMUNITY ENGAGEMENT IN LEARNING HEALTH SYSTEMS","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"CINAHL; PsycINFO; Community engagement; Health care; MEDLINE; Psychology; Knowledge management; Medical education; Medicine; Public relations; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.05257685,0.001837547,0.005098074,0.01752927,0.002440715,0.009373771,0.002762557,0.003927191,0.004599362],"category_scores_gemma":[0.1732938,0.001414331,0.006139832,0.02153085,0.002728246,0.007882596,0.005003405,0.003301852,0.0007163017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008129218,"about_ca_system_score_gemma":0.03918596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009941992,"about_ca_topic_score_gemma":0.01893598,"domain_scores_codex":[0.9491339,0.02448545,0.01443523,0.001761611,0.00870598,0.001477797],"domain_scores_gemma":[0.7919501,0.1724652,0.0147156,0.002355811,0.01743885,0.001074425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00014837,0.00008224812,0.001229174,0.7132674,0.001815543,0.0001908027,0.003629962,0.0003356326,0.0001682937,0.004218368,0.005024726,0.2698895],"study_design_scores_gemma":[0.00002448231,0.00009408328,0.001471066,0.953446,0.003368947,0.000120219,0.001777808,0.0000854581,0.0001561427,0.001076369,0.03835766,0.00002170208],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001597428,0.9920041,0.0008244045,0.001787958,0.0003335151,0.0008974329,0.0001581096,0.00001369612,0.002383317],"genre_scores_gemma":[0.0135031,0.9816529,0.00149843,0.0007657174,0.0001346218,0.001964464,0.0002053775,0.00001006595,0.0002653158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05257685,"threshold_uncertainty_score":0.2780563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8067156878614445,"score_gpt":0.7101170668983856,"score_spread":0.09659862096305893,"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."}}