{"id":"W4396222008","doi":"10.5114/hpc.2024.139216","title":"PHYSICAL ACTIVITY IN DEMENTIA PREVENTION","year":2024,"lang":"en","type":"article","venue":"Health Problems of Civilization","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Physical activity; Gerontology; Psychology; Physical medicine and rehabilitation; Disease; Pathology","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":[0.0006323417,0.00008820804,0.0002008925,0.0001562742,0.00005815878,0.000008640894,0.00004884532,0.00005002487,0.00008366385],"category_scores_gemma":[0.00002328837,0.00008607371,0.00004001298,0.0003952837,0.00002802334,0.0001114423,0.00001855815,0.0001409947,0.00006119507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006689187,"about_ca_system_score_gemma":0.000154401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005431965,"about_ca_topic_score_gemma":0.00139944,"domain_scores_codex":[0.9987938,0.0002399869,0.0002910948,0.0002465619,0.0001375618,0.000290957],"domain_scores_gemma":[0.9996048,0.00007873504,0.000106818,0.0001303319,0.00003253563,0.00004678134],"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":[0.0001298811,0.002628964,0.04565159,0.02722699,0.0002103918,0.000008859335,0.03788988,0.0008501397,0.0008933336,0.1003645,0.0314528,0.7526927],"study_design_scores_gemma":[0.003004288,0.002781853,0.8558911,0.01262223,0.0001018841,0.00001762747,0.0006716788,0.02110911,0.0006188822,0.03832849,0.06409778,0.0007550652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251226,0.01530106,0.03190717,0.004918476,0.001312126,0.001682735,0.00001163483,0.0001968803,0.0195473],"genre_scores_gemma":[0.9985432,0.0005905282,0.00006139465,0.0001171764,0.00009008891,0.0001078078,0.00001469354,0.00001468391,0.0004604139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8102396,"threshold_uncertainty_score":0.3509984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636405362945412,"score_gpt":0.4076565554992744,"score_spread":0.3612925018698203,"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."}}