{"id":"W4394796915","doi":"10.1111/1440-1630.12944","title":"Associations between physical activity, sedentary behaviour and cognitive domain performance of people living with mild cognitive impairment in the community","year":2024,"lang":"en","type":"article","venue":"Australian Occupational Therapy Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Health and Medical Research Council; Curtin University of Technology; Johns Hopkins University","keywords":"Montreal Cognitive Assessment; Cognition; Physical activity; Effects of sleep deprivation on cognitive performance; Sedentary behavior; Physical therapy; Cadence; Medicine; Logistic regression; Psychology; Cognitive impairment; Gerontology; Physical medicine and rehabilitation; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239698,0.0001575107,0.0002508745,0.0002094275,0.0003205574,0.0001093028,0.00009790993,0.00004794874,0.0001142896],"category_scores_gemma":[0.00003031203,0.0001032559,0.00009392817,0.0003861329,0.000162328,0.0003174893,0.00003328043,0.001004904,0.000004184154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009027563,"about_ca_system_score_gemma":0.000239012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001741387,"about_ca_topic_score_gemma":0.00003883891,"domain_scores_codex":[0.9980911,0.0005600998,0.0002153471,0.0001404077,0.000733915,0.0002591345],"domain_scores_gemma":[0.9983557,0.001129762,0.0001100398,0.00006844488,0.0002378729,0.00009810747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005928932,0.001050016,0.9855123,0.00003902748,0.0003795389,0.0000223592,0.007325358,6.286901e-7,0.000125632,0.00001077455,0.00007550934,0.004865942],"study_design_scores_gemma":[0.002076762,0.002474729,0.9878518,0.0009443281,0.0001868979,0.0001416339,0.005366885,0.00002639311,0.0007334663,0.00008606718,0.000002984926,0.0001080418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980208,0.00004713412,0.00006084956,0.0008339224,0.00002337758,0.0006672113,0.0002136257,0.00001037904,0.000122729],"genre_scores_gemma":[0.9993718,0.00008392107,0.00004480515,0.0000947245,0.0001595905,0.00004288838,0.0001010941,0.00001451048,0.00008668604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0047579,"threshold_uncertainty_score":0.4365866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06970504436605082,"score_gpt":0.3932011044599105,"score_spread":0.3234960600938597,"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."}}