{"id":"W4396938213","doi":"10.21203/rs.3.rs-4392320/v1","title":"Optimizing Dementia Risk Reduction: Balancing Sleep and Physical Activity Trade-offs","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Dementia; Physical activity; Sleep (system call); Gerontology; Medicine; Duration (music); Actigraphy; Demography; Psychology; Physical therapy; Circadian rhythm; Internal medicine; Disease; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002576054,0.001006678,0.001587597,0.0008776949,0.0003329107,0.002257948,0.0007103136,0.001415599,0.006384423],"category_scores_gemma":[0.008888259,0.0003586297,0.0007117555,0.000677041,0.000482986,0.001901678,0.001200898,0.001286407,0.0008244432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000799218,"about_ca_system_score_gemma":0.00173957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003985267,"about_ca_topic_score_gemma":0.006310736,"domain_scores_codex":[0.9986305,0.000742853,0.00006288019,0.0001890392,0.0002037975,0.0001709815],"domain_scores_gemma":[0.9974341,0.001849333,0.0001759576,0.000121647,0.0002212532,0.0001976628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004212644,0.002976894,0.02392055,0.001246593,0.001168498,0.000138405,0.0003299298,0.07083939,0.007207427,0.02569926,0.0139891,0.8482713],"study_design_scores_gemma":[0.002330426,0.008580373,0.161804,0.002219446,0.003610237,0.0008297481,0.003324653,0.4369642,0.01084992,0.3238166,0.04539787,0.0002726224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4911444,0.0772328,0.2334993,0.08121582,0.001720907,0.0007396823,0.002166511,0.001115617,0.1111649],"genre_scores_gemma":[0.9324917,0.009249539,0.04657821,0.002444947,0.000707283,0.0002304285,0.0002909988,0.0001437358,0.007863169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006384423,"threshold_uncertainty_score":0.02135807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249975300336779,"score_gpt":0.3966675941983276,"score_spread":0.3541678411949599,"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."}}