{"id":"W4289731703","doi":"10.1111/hex.13571","title":"The Ecology of Engagement: Fostering cooperative efforts in health with patients and communities","year":2022,"lang":"en","type":"review","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Canadian Patient Safety Institute","funders":"Institute of Health Services and Policy Research; Canada Research Chairs","keywords":"Community engagement; Youth engagement; Sustainability; Public relations; Equity (law); Public engagement; Health care; Health equity; Sociology; Interdependence; Psychology; Political science; Public health; Nursing; Ecology; Medicine; Social science","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":[0.03338143,0.0008097184,0.0005761182,0.002006226,0.02027811,0.01508698,0.003476721,0.005091317,0.008199721],"category_scores_gemma":[0.0458124,0.0008417712,0.001225232,0.00109695,0.04529691,0.01841424,0.05546051,0.008191372,0.001502869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007099037,"about_ca_system_score_gemma":0.01738892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977955,"about_ca_topic_score_gemma":0.003199296,"domain_scores_codex":[0.9318538,0.06061991,0.0006089838,0.002046675,0.001919628,0.002951017],"domain_scores_gemma":[0.961015,0.02199011,0.00247201,0.002894039,0.001642297,0.009986605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001083837,0.0004671629,0.01039485,0.0005871428,0.00006051734,0.00184927,0.5685671,0.001419457,0.0007836514,0.2531644,0.02588353,0.1367145],"study_design_scores_gemma":[0.0001093917,0.0004746013,0.003260621,0.001416122,0.00005474564,0.001627622,0.3194939,0.00325744,0.0006162969,0.3692971,0.3002849,0.0001071373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2381562,0.005259829,0.207825,0.2711331,0.002337048,0.001459069,0.00008911653,0.0007332609,0.2730074],"genre_scores_gemma":[0.9434702,0.001713498,0.03613765,0.009171299,0.0004036965,0.001110004,0.00005161981,0.000126883,0.00781511],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03338143,"threshold_uncertainty_score":0.17654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4412751660729541,"score_gpt":0.5017706124232805,"score_spread":0.06049544635032633,"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."}}