{"id":"W4411002916","doi":"10.11124/jbies-24-00504","title":"Physical activity–based interventions in the management of dementia or cognitive impairment in sub-Saharan Africa: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Dalhousie University","funders":"","keywords":"CINAHL; Dementia; PsycINFO; Psychological intervention; Systematic review; Gerontology; Grey literature; MEDLINE; Medicine; Scopus; Cognition; Psychology; Psychiatry; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07871562,0.004702294,0.0128935,0.01613273,0.005033185,0.008425545,0.005477388,0.0093491,0.06634879],"category_scores_gemma":[0.06020638,0.0047189,0.01494289,0.01158334,0.004757029,0.008343934,0.007388448,0.007265281,0.0151041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01323444,"about_ca_system_score_gemma":0.08166819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005278184,"about_ca_topic_score_gemma":0.0139302,"domain_scores_codex":[0.9710016,0.01058625,0.01067433,0.002266572,0.003997341,0.001473881],"domain_scores_gemma":[0.9644158,0.0111058,0.007234187,0.002428994,0.01261704,0.002198136],"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":[0.005509761,0.0008238951,0.001072268,0.8637671,0.001505374,0.001014273,0.004358035,0.00127121,0.002081059,0.005684014,0.02557,0.08734301],"study_design_scores_gemma":[0.01547157,0.003125666,0.00631885,0.7526781,0.005609015,0.0007883963,0.004347705,0.0009349134,0.001954673,0.006220384,0.2021684,0.0003822872],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002425267,0.001542815,0.0006478495,0.0001944776,0.0001088094,0.9956371,0.00110242,0.00002884563,0.0004950913],"genre_scores_gemma":[0.0002918341,0.002738173,0.002523978,0.0001634962,0.00002721222,0.9935742,0.0003575236,0.000004694536,0.0003189254],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07871562,"threshold_uncertainty_score":0.416293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09042805168988546,"score_gpt":0.4729506442526301,"score_spread":0.3825225925627447,"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."}}