{"id":"W4409618786","doi":"10.2196/70291","title":"Nonpharmacological Multimodal Interventions for Cognitive Functions in Older Adults With Mild Cognitive Impairment: Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Cognitive impairment; Psychological intervention; Cognition; Psychology; Dementia; Medicine; Gerontology; Computer science; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008086774,0.001529491,0.005948443,0.008676092,0.0008482391,0.002842412,0.001962656,0.002659926,0.005178096],"category_scores_gemma":[0.04256443,0.000782476,0.007870683,0.00776974,0.0008148487,0.001797603,0.001714152,0.001395822,0.0004298302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003103628,"about_ca_system_score_gemma":0.01181927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006900106,"about_ca_topic_score_gemma":0.01547847,"domain_scores_codex":[0.9941512,0.002136565,0.002109182,0.0003490219,0.001088492,0.0001655567],"domain_scores_gemma":[0.9785407,0.01647901,0.003098858,0.0003113921,0.001417697,0.0001523834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001807721,0.00005460841,0.0002998869,0.8799483,0.00452364,0.00006212122,0.0002066038,0.0001410844,0.0001195812,0.0003971644,0.001753409,0.1123128],"study_design_scores_gemma":[0.0001210478,0.0001358982,0.001053732,0.9637143,0.01725503,0.0001292269,0.0001334147,0.00007073474,0.0001058298,0.0002779925,0.01698638,0.00001632159],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004198831,0.9981674,0.0001443582,0.0001703072,0.0001142692,0.0004110058,0.0001214868,0.000006576799,0.0004446623],"genre_scores_gemma":[0.004274542,0.9937547,0.0005059429,0.00032991,0.00008316134,0.0008216878,0.0001096525,0.000003003902,0.0001174254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008676092,"threshold_uncertainty_score":0.04276747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537573945236837,"score_gpt":0.4728073473288072,"score_spread":0.4074316078764388,"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."}}