{"id":"W4406218199","doi":"10.1002/alz.091856","title":"24‐hour activity cycle movement behaviours and brain volume in people with mild cognitive impairment: A compositional and isotemporal substitution analysis","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Substitution (logic); Cognitive impairment; Cognition; Movement (music); Psychology; Medicine; Neuroscience; Computer science; Art; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008404216,0.0007486502,0.000650208,0.001699361,0.0005275544,0.0006883122,0.0007043244,0.0004616255,0.002921323],"category_scores_gemma":[0.002724642,0.0002435879,0.002304376,0.001958658,0.0003360608,0.0004386897,0.0009171728,0.0003881199,0.0003509828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003200715,"about_ca_system_score_gemma":0.0003755408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01784582,"about_ca_topic_score_gemma":0.01514794,"domain_scores_codex":[0.9994999,0.0001388989,0.00005395199,0.0001369912,0.0001054455,0.00006472497],"domain_scores_gemma":[0.999024,0.0003094275,0.0002725134,0.0001598021,0.0001580433,0.00007619048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00152631,0.00007219482,0.9883866,0.00009330567,0.001484061,0.0000944648,0.0001925061,0.0004320925,0.001395211,0.00007551038,0.0001975575,0.006050176],"study_design_scores_gemma":[0.00001462723,0.000160164,0.995127,0.00001292572,0.0003849205,0.0001497524,0.0002583266,0.003303692,0.0002398716,0.0001173324,0.0002211342,0.00001026735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980714,0.0002194317,0.0005924793,0.00003173677,0.000006588665,0.0000145585,0.0008130249,0.00001474298,0.0002361688],"genre_scores_gemma":[0.9987192,0.00004021283,0.0004258211,0.00000993524,0.000006680868,0.00002286107,0.000601635,0.000006900914,0.0001668251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01784582,"threshold_uncertainty_score":0.0354839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229288887375718,"score_gpt":0.2544085187958184,"score_spread":0.2421156299220612,"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."}}