{"id":"W4392779370","doi":"10.14283/jpad.2024.59","title":"The Multi-domain Lifestyle Intervention for Cognitive Impairment in Community-Dwelling Older Adults in Hangzhou (The Heritage Study): Study Design and Protocol","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Cognitive impairment; Gerontology; Protocol (science); Cognition; Psychology; Domain (mathematical analysis); Medicine; Psychiatry; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007513205,0.002776835,0.003618964,0.00160514,0.002565026,0.00112432,0.001801575,0.002363825,0.01370774],"category_scores_gemma":[0.004094796,0.001608058,0.001647833,0.001649032,0.001347756,0.0009228595,0.001504509,0.001195367,0.00190332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002975038,"about_ca_system_score_gemma":0.01408095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008600922,"about_ca_topic_score_gemma":0.01620283,"domain_scores_codex":[0.99599,0.001879372,0.000569066,0.0006191627,0.0003931965,0.0005492136],"domain_scores_gemma":[0.9981033,0.0002836685,0.0003746889,0.0002272503,0.0004714042,0.0005396934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5254004,0.1280194,0.1106774,0.02333621,0.002981154,0.001181947,0.004495629,0.003389533,0.00694831,0.003268437,0.02945234,0.1608493],"study_design_scores_gemma":[0.6416149,0.1091571,0.2002328,0.003011777,0.002490216,0.0002308775,0.001551393,0.002614986,0.00185545,0.002101729,0.03489473,0.0002440697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05219151,0.0004773362,0.001219006,0.000214133,0.00009052721,0.9420034,0.002861316,0.00005933037,0.0008834932],"genre_scores_gemma":[0.03106956,0.0002897708,0.002162315,0.0002232252,0.00004143499,0.9649448,0.0007544071,0.000003181314,0.0005113191],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01370774,"threshold_uncertainty_score":0.04585689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618497171002165,"score_gpt":0.3997036476599512,"score_spread":0.3535186759499295,"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."}}