{"id":"W4406252091","doi":"10.1111/hex.70146","title":"Patient Engagement in Integrated Care: What Matters and Why?","year":2025,"lang":"en","type":"editorial","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Integrated care; Set (abstract data type); Community engagement; Health care; Public engagement; Work (physics); Public relations; Psychology; Nursing; Computer science; Medicine; Political science; Engineering","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":[0.01874517,0.000860027,0.002238362,0.002966742,0.00318821,0.01796259,0.002573246,0.01038832,0.01318895],"category_scores_gemma":[0.08061445,0.0006712382,0.001546591,0.002837678,0.005175636,0.01357589,0.008972263,0.01231146,0.003574705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005185559,"about_ca_system_score_gemma":0.007201519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386498,"about_ca_topic_score_gemma":0.003121658,"domain_scores_codex":[0.9791197,0.0116041,0.002559333,0.001410886,0.003947879,0.001358181],"domain_scores_gemma":[0.8951815,0.08394288,0.004702366,0.001827347,0.008755109,0.005590779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006197102,0.00007862289,0.001042186,0.005463799,0.00005474157,0.0001768901,0.004742236,0.00005680725,0.00007796717,0.01074206,0.7830608,0.1944418],"study_design_scores_gemma":[0.000036388,0.0001886349,0.002546464,0.02493367,0.00006711275,0.0006428928,0.007261544,0.0001377534,0.0000976225,0.01918147,0.9448454,0.00006101246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001326596,0.2078344,0.001255895,0.5713917,0.2090275,0.0001510026,0.0001689104,0.0001045861,0.008739378],"genre_scores_gemma":[0.01693812,0.3079115,0.002397214,0.2192968,0.4425489,0.0006159956,0.0004249897,0.0002953759,0.009571219],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01874517,"threshold_uncertainty_score":0.0991351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.083255678832845,"score_gpt":0.4279608231158699,"score_spread":0.3447051442830249,"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."}}