{"id":"W4381568632","doi":"10.54656/jces.v15i2.449","title":"Engagement of Persons with Dementia in Public Consultations: Process Evaluation","year":2023,"lang":"en","type":"article","venue":"Journal of Community Engagement and Scholarship","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Dementia; Public health; Public involvement; Psychology; Focus group; Process (computing); Public consultation; Public engagement; Gerontology; Medicine; Medical education; Nursing; Public relations; Political science; Business; Disease; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.1454797,0.001759051,0.002529408,0.003963364,0.005233127,0.004368235,0.003128862,0.002166416,0.005748477],"category_scores_gemma":[0.1455728,0.001144595,0.002789994,0.005084075,0.003194579,0.003377757,0.006037172,0.002392933,0.0004718508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0209268,"about_ca_system_score_gemma":0.0691113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01551932,"about_ca_topic_score_gemma":0.02233689,"domain_scores_codex":[0.8306444,0.1278992,0.01294728,0.003329801,0.01635592,0.008823369],"domain_scores_gemma":[0.7773755,0.1354461,0.01624378,0.00807329,0.05523112,0.007630201],"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":[0.03335794,0.08650079,0.03190795,0.0307672,0.0006769635,0.0006244407,0.2154542,0.004653694,0.002951809,0.005784768,0.003679053,0.5836412],"study_design_scores_gemma":[0.05293825,0.3173741,0.122767,0.02554047,0.005240788,0.0005742679,0.3476317,0.01129021,0.0214026,0.007664453,0.08665058,0.0009254926],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7668856,0.00159752,0.007633598,0.001080056,0.0001507942,0.2089345,0.00101205,0.0001119263,0.01259395],"genre_scores_gemma":[0.63556,0.002258203,0.04059415,0.0004558943,0.0001251605,0.3181194,0.00065739,0.00003852988,0.002191229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1454797,"threshold_uncertainty_score":0.7693795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5994534866175801,"score_gpt":0.4939248520644641,"score_spread":0.105528634553116,"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."}}