{"id":"W2905523720","doi":"10.12927/hcq.2018.25636","title":"Evaluating Patient, Family and Public Engagement in Health Services Improvement and System Redesign","year":2018,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Foundation for Healthcare Improvement","funders":"","keywords":"Public health; Public engagement; Public relations; Key (lock); Process management; Business; Health services; Service (business); Best practice; Knowledge management; Medicine; Nursing; Political science; Marketing; Computer science; Environmental health; Computer security","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"],"consensus_categories":[],"category_scores_codex":[0.004258294,0.000328091,0.0005287881,0.0003026263,0.00192325,0.00004131574,0.0001469155,0.0001845508,0.00003381758],"category_scores_gemma":[0.000009990939,0.0003016435,0.00002877466,0.0003047983,0.0000805304,0.0002375674,0.0001020759,0.0006107462,0.00007249958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006203,"about_ca_system_score_gemma":0.000863618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996659,"about_ca_topic_score_gemma":0.009385673,"domain_scores_codex":[0.9925179,0.002758504,0.001865636,0.0007703366,0.0006141773,0.001473468],"domain_scores_gemma":[0.9973141,0.0002955876,0.0007728515,0.0004575736,0.0002824423,0.0008774371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003429547,0.0002384974,0.1244266,0.04995014,0.00002731594,0.00000849991,0.1490039,2.301454e-7,0.0002962991,0.007599568,0.0004044161,0.6677016],"study_design_scores_gemma":[0.007237853,0.05563656,0.08258003,0.01933505,0.00002031689,0.000009139973,0.8094687,0.005880615,0.00002660544,0.001129159,0.01773488,0.0009410871],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870859,0.002426685,0.00008619652,0.003206857,0.001234016,0.005019315,0.00006890932,0.0001460321,0.0007260463],"genre_scores_gemma":[0.9854456,0.0001685893,0.001440461,0.0116324,0.0002975664,0.0008189564,0.000102358,0.0000395473,0.0000545779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6667605,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2564928021224551,"score_gpt":0.4536075678859015,"score_spread":0.1971147657634464,"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."}}