{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001378961,0.0003257003,0.001370906,0.0003257959,0.004923271,0.000008963044,0.0002462868,0.0001049382,0.0001570119],"category_scores_gemma":[0.00004625362,0.0002239364,0.00006280863,0.0004710056,0.0001395666,0.00006853323,0.0004177307,0.001412796,0.000009713913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125301,"about_ca_system_score_gemma":0.003032434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002624403,"about_ca_topic_score_gemma":0.01461163,"domain_scores_codex":[0.9895434,0.006710708,0.00228119,0.0002776467,0.0003365314,0.0008505409],"domain_scores_gemma":[0.9929267,0.004393495,0.001944105,0.0003974167,0.00008921773,0.0002490857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000860808,0.0004776416,0.005738875,0.1490541,0.00009749454,0.000001624834,0.2011266,0.000008095077,9.750265e-10,0.003908261,0.001015016,0.6384862],"study_design_scores_gemma":[0.000871228,0.001740179,0.000304891,0.0139066,0.00001905905,0.000001054271,0.08337217,0.00001059638,6.601608e-9,0.00002903427,0.8995817,0.000163544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005189849,0.9885419,0.00000683275,0.0003219132,0.0006358621,0.008694383,0.0003784546,0.00002675101,0.0008748961],"genre_scores_gemma":[0.001251559,0.9891009,0.000168836,0.00132343,0.00002918603,0.005865962,0.002063996,0.00004957513,0.000146609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8985666,"threshold_uncertainty_score":0.9963722,"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."}}