{"id":"W4390080613","doi":"10.1093/geroni/igad104.3765","title":"INVESTIGATING THE RELATIONSHIP BETWEEN HABITUAL ACTIVITY AND COGNITIVE DOMAINS AMONG PEOPLE LIVING WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Psychology; Memory span; Cognitive test; Cognitive decline; Developmental psychology; Gerontology; Working memory; Medicine; Disease; Psychiatry","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":[0.0005274299,0.0002695994,0.0002948809,0.0009800765,0.0005142632,0.0006028446,0.0003427303,0.0004744997,0.001998928],"category_scores_gemma":[0.002599652,0.0002092359,0.000505663,0.0009788241,0.0001853494,0.0004908714,0.0004572201,0.0004979204,0.0002650981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210833,"about_ca_system_score_gemma":0.0002301472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008407442,"about_ca_topic_score_gemma":0.01508077,"domain_scores_codex":[0.9997366,0.00008427613,0.00003705165,0.00004201938,0.00004876286,0.00005125239],"domain_scores_gemma":[0.9987969,0.000261191,0.0004905988,0.00007281885,0.0001808322,0.0001976654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003989722,0.00005858776,0.9985115,0.000007397409,0.00004918185,0.00001832143,0.00004868737,0.00001415167,0.00004806148,0.000004826121,0.00003159856,0.001167899],"study_design_scores_gemma":[0.000001959487,0.00008887289,0.9995385,0.000004072739,0.00001559334,0.00004993935,0.0001334611,0.00008324364,0.00001742671,0.00001743446,0.00004838395,0.000001113688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988484,0.0002758221,0.00007174776,0.00003902707,0.000005339914,0.000009568922,0.0002057823,0.000003284264,0.0005409524],"genre_scores_gemma":[0.9994784,0.00008233589,0.00007871539,0.0000241225,0.000007090393,0.000009583179,0.0001479511,7.944806e-7,0.0001710352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008407442,"threshold_uncertainty_score":0.01671702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477324956810568,"score_gpt":0.3374989487755328,"score_spread":0.289766453094476,"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."}}