{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000728967,0.0006556,0.002396536,0.0008979901,0.0002207965,0.00006076751,0.0001690424,0.0002206694,0.001426869],"category_scores_gemma":[0.0003579982,0.0004917557,0.001284179,0.001197178,0.0001608129,0.0001619295,0.0002107444,0.0009977779,0.00007832886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671615,"about_ca_system_score_gemma":0.001032171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001142985,"about_ca_topic_score_gemma":0.00002790722,"domain_scores_codex":[0.9961529,0.0004011712,0.00113042,0.001040926,0.0004573397,0.0008171984],"domain_scores_gemma":[0.9971245,0.001411114,0.0003747994,0.0001952423,0.000648865,0.0002454779],"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":[0.0003256871,0.0012913,0.0005694333,0.549149,0.0005080213,0.0001184263,0.00006726116,2.552046e-8,4.079053e-8,0.00000132317,0.0005436313,0.4474258],"study_design_scores_gemma":[0.008526818,0.0009681773,0.001743173,0.979156,0.005780974,0.00006224434,0.0004577203,0.0000141738,0.000002353532,0.000001163191,0.002825001,0.000462176],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001454915,0.9585184,0.001846896,0.0001403287,0.0001308711,0.03693394,0.0003511696,0.0001007591,0.001832183],"genre_scores_gemma":[0.0009536156,0.9609127,0.0001328224,0.0006065175,0.0001527256,0.03315992,0.0020282,0.00006643702,0.001987047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4469637,"threshold_uncertainty_score":0.9997534,"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."}}