{"id":"W4388515841","doi":"10.1001/jamanetworkopen.2023.42670","title":"Constricting Life Space and Likelihood of Neurodegenerative Disease in Community-Dwelling Older Men","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Simon Fraser University; Vancouver Coastal Health","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Heart, Lung, and Blood Institute; National Institute on Aging; NIH Clinical Center; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Dementia; Cohort; Gerontology; Medicine; Logistic regression; Cognitive decline; Disease; Depression (economics); Cognition; Prospective cohort study; Cohort study; Association (psychology); Psychology; Demography; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002566797,0.0001770195,0.0004497119,0.0001043634,0.001264806,0.00004608338,0.0004187728,0.00009722672,0.00003583534],"category_scores_gemma":[0.001348239,0.0001640397,0.00003035936,0.0008068122,0.00009637271,0.0002353456,0.002005854,0.00109953,0.00004092227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000476363,"about_ca_system_score_gemma":0.0002419527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002098152,"about_ca_topic_score_gemma":0.001751056,"domain_scores_codex":[0.9959587,0.002454169,0.0005534297,0.0002603862,0.0001694628,0.0006038559],"domain_scores_gemma":[0.9953893,0.003601847,0.0002883511,0.0003901625,0.0001270647,0.000203253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004513668,0.00004510037,0.9462178,0.0002200483,0.00004312848,0.0000100945,0.02311848,0.002199052,0.000009618368,0.0004319067,0.02702992,0.0006296648],"study_design_scores_gemma":[0.001621249,0.0000396495,0.9649912,0.002034904,0.00003013476,1.616619e-7,0.02030438,0.009026239,0.000004686846,0.0009871885,0.0007790744,0.0001811022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822808,0.0004656105,0.00006343138,0.006232004,0.0002955373,0.001462668,0.00002306638,0.00008805645,0.009088806],"genre_scores_gemma":[0.9970054,0.0006536987,0.000346554,0.0008513089,0.0003078928,0.0001625689,0.00002011454,0.00003609723,0.0006163413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02625085,"threshold_uncertainty_score":0.9727995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06454602251379561,"score_gpt":0.3919418809686498,"score_spread":0.3273958584548542,"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."}}