{"id":"W4399918304","doi":"10.1186/s13195-024-01499-4","title":"Adherence to a lifestyle intervention – just a question of self-efficacy? Analysis of the AgeWell.de-intervention against cognitive decline","year":2024,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Leipzig; Bundesministerium für Bildung und Forschung","keywords":"Medicine; Psychosocial; Intervention (counseling); Cognition; Randomized controlled trial; Dementia; Physical therapy; Montreal Cognitive Assessment; Cognitive decline; Clinical psychology; Gerontology; Psychiatry; Internal medicine; Cognitive impairment; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004526128,0.0001724516,0.0003972051,0.001169818,0.0001046958,0.00007976032,0.0003226071,0.00009820976,0.0006585944],"category_scores_gemma":[0.0005022021,0.0001223327,0.0007194269,0.003774186,0.0002405747,0.0001395147,0.0002380024,0.00050587,0.00006269292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000088729,"about_ca_system_score_gemma":0.0002564912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000705167,"about_ca_topic_score_gemma":0.0001500292,"domain_scores_codex":[0.9958306,0.001273867,0.0005810041,0.0004458738,0.001388878,0.0004797695],"domain_scores_gemma":[0.9974207,0.0005928848,0.0001038795,0.0003893563,0.001291258,0.0002018706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002970535,0.006606355,0.1003267,0.0004170262,0.02382789,0.00006027597,0.004309658,0.00002542904,0.04058186,0.0003984615,0.0009266094,0.8195491],"study_design_scores_gemma":[0.003679238,0.006645933,0.8139238,0.003051831,0.003702698,0.000008478744,0.001792073,0.006506027,0.1577632,0.000180521,0.00252784,0.000218411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873993,0.006650421,0.00191093,0.001017644,0.000100067,0.001786318,0.00004256198,0.00005879164,0.001033953],"genre_scores_gemma":[0.9973868,0.001262144,0.0001284919,0.0001330244,0.00008007377,0.0002199902,0.00008063105,0.00002916937,0.0006797229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8193308,"threshold_uncertainty_score":0.7211147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09065464768679093,"score_gpt":0.4617601156989713,"score_spread":0.3711054680121804,"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."}}