{"id":"W4387947169","doi":"10.1093/geroni/igad123","title":"Comparing the Experiences of Participants With Mild Cognitive Impairment and Mild Dementia During an Oral Health Intervention","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Dementia; Psychological intervention; Oral hygiene; Intervention (counseling); Coaching; Cognition; Psychology; Health care; Medicine; Cognitive impairment; Clinical psychology; Gerontology; Nursing; Psychiatry; Disease; Psychotherapist","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007141147,0.00007235579,0.0001185608,0.000225702,0.0001469109,0.00004051064,0.00005837951,0.00001875446,0.00001722963],"category_scores_gemma":[0.00002252253,0.00005872777,0.00000989651,0.001133943,0.00005506156,0.0002429393,0.00004565439,0.00007747801,0.000003331361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004397834,"about_ca_system_score_gemma":0.00002332315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003634218,"about_ca_topic_score_gemma":0.001722883,"domain_scores_codex":[0.9988311,0.000100391,0.0004778479,0.0001631714,0.00020424,0.000223231],"domain_scores_gemma":[0.9995465,0.00002612385,0.0002304897,0.00007572734,0.00009135227,0.00002980623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115747,0.00006875683,0.9737868,0.0002407571,0.00001607873,0.000004270325,0.02204784,0.00007805484,0.00008985118,0.0003657923,0.00002671405,0.00316354],"study_design_scores_gemma":[0.001032119,0.00008770979,0.9054976,0.0004769408,0.000005557441,0.000003739072,0.08795787,0.002747035,0.002075303,0.00005540252,0.000002965161,0.00005772693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989136,0.00009645676,0.0003911855,0.00004289096,0.0001953834,0.0002807079,0.000002442845,0.00004336467,0.00003394082],"genre_scores_gemma":[0.9996654,0.000007525157,0.0000312077,0.0001079728,0.00001701978,0.00008079671,0.00006259606,0.000007793123,0.00001971084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06828914,"threshold_uncertainty_score":0.2394849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09740542041622521,"score_gpt":0.4020989665610529,"score_spread":0.3046935461448277,"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."}}