{"id":"W7125966069","doi":"10.12927/hcpap.2025.27761","title":"Ten Years of Progress in Patient Engagement: A Foundation Built, But Time to Deliver","year":2025,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Health care; Leverage (statistics); Corporate governance; Empowerment; Sustainability; Healthcare delivery; Foundation (evidence); Patient Empowerment; Clinical governance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.08998302,0.001895439,0.002447222,0.002689637,0.02014418,0.03760586,0.005234534,0.01615992,0.01641016],"category_scores_gemma":[0.05729752,0.001110756,0.002045877,0.003176925,0.02545204,0.03377762,0.03598539,0.04853441,0.004705435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02365316,"about_ca_system_score_gemma":0.1407191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04347955,"about_ca_topic_score_gemma":0.07002448,"domain_scores_codex":[0.9507433,0.01709997,0.002577979,0.002805314,0.0137735,0.01299996],"domain_scores_gemma":[0.8310588,0.05192416,0.004352611,0.009435485,0.02524194,0.07798696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002920304,0.0009940659,0.004753721,0.003043256,0.0001558901,0.0005907424,0.02160607,0.0005784613,0.0008314405,0.09675517,0.4150936,0.4553055],"study_design_scores_gemma":[0.0001599037,0.001173178,0.0102329,0.01535751,0.0001268748,0.0005670396,0.07468373,0.0006761582,0.0009196784,0.1039165,0.7918578,0.0003286412],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003382525,0.02714377,0.003961899,0.9477439,0.008843262,0.0001421201,0.0001441101,0.0002622408,0.008376254],"genre_scores_gemma":[0.3066788,0.1660172,0.0607073,0.423159,0.01407272,0.00159474,0.001661482,0.0007691638,0.0253396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08998302,"threshold_uncertainty_score":0.4758813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199406919474687,"score_gpt":0.408390669588751,"score_spread":0.2884499776412823,"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."}}