{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000508113,0.0004658612,0.000775399,0.0007271816,0.001524312,0.00005213906,0.0001892044,0.0006551511,0.0002085793],"category_scores_gemma":[0.0002104563,0.0004559941,0.00007069801,0.000543289,0.00005699129,0.0002470997,0.0002117824,0.002640529,0.0001184857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500507,"about_ca_system_score_gemma":0.005527791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008543123,"about_ca_topic_score_gemma":0.01082162,"domain_scores_codex":[0.9931471,0.002262878,0.001919603,0.0007763456,0.0007620859,0.001131965],"domain_scores_gemma":[0.99534,0.002542353,0.0007650881,0.000488342,0.0003925106,0.0004716328],"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":[0.00006847052,0.0001100886,0.0003150052,0.007973454,0.00001693577,0.000004044417,0.1103048,0.000002813076,2.003402e-7,0.0001104217,0.8722145,0.008879315],"study_design_scores_gemma":[0.001009553,0.0003227703,0.00004122896,0.008851109,0.00001301794,5.664353e-8,0.2523982,0.00001605315,7.967113e-7,0.00006066047,0.7370685,0.000218011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000880408,0.03362913,0.00007044117,0.007682844,0.9482993,0.006987708,0.001131759,0.0001495294,0.001168838],"genre_scores_gemma":[0.006339595,0.08585619,0.007376894,0.2001755,0.5323463,0.03721104,0.1229561,0.0005396315,0.007198691],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.415953,"threshold_uncertainty_score":0.9997892,"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."}}