{"id":"W4406224960","doi":"10.1002/alz.085068","title":"Interventions for people living with dementia: updates from 2024 Lancet Commission","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dementia; Psychological intervention; Commission; Gerontology; Medicine; Psychology; Nursing; Political science; Pathology","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":[0.05296269,0.002996676,0.008168104,0.01369176,0.0007949342,0.006750823,0.007113382,0.01051089,0.02680266],"category_scores_gemma":[0.1248395,0.002418169,0.009650089,0.01092138,0.001339192,0.004475683,0.005513283,0.006577509,0.009188244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0178812,"about_ca_system_score_gemma":0.02936078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851347,"about_ca_topic_score_gemma":0.0383771,"domain_scores_codex":[0.9581165,0.01276967,0.01132367,0.001542438,0.01385857,0.002389213],"domain_scores_gemma":[0.890915,0.04928511,0.01615565,0.003046057,0.03533451,0.005263727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001286617,0.00009012784,0.0002426539,0.1097758,0.002007692,0.0001161881,0.0002566055,0.0006201161,0.0002918629,0.003593681,0.4032266,0.478492],"study_design_scores_gemma":[0.002004865,0.0003555789,0.001642487,0.1885639,0.003630798,0.0001158613,0.000173459,0.0001520197,0.0002312937,0.003951182,0.7990701,0.0001083805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005649664,0.8764457,0.00127962,0.07003719,0.02104998,0.001406589,0.01308946,0.0006331446,0.01549338],"genre_scores_gemma":[0.01235523,0.849933,0.01832448,0.07336648,0.01194402,0.006528882,0.01573378,0.000747569,0.01106655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05296269,"threshold_uncertainty_score":0.2800968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04122842367345843,"score_gpt":0.3489406210849771,"score_spread":0.3077121974115187,"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."}}