{"id":"W4400027749","doi":"10.1016/s2468-2667(24)00123-3","title":"Increasing risks of dementia and brain health concerns","year":2024,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Weston Family Foundation","keywords":"Dementia; Psychology; Medicine; Environmental health; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005986569,0.00009600201,0.0003720719,0.0001202603,0.0001475635,0.00008208317,0.0001030971,0.00002734928,0.0001921341],"category_scores_gemma":[0.0002798635,0.00006155494,0.00004162815,0.000326336,0.000158816,0.0000957809,0.00008810615,0.0002927565,0.0000140933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009466008,"about_ca_system_score_gemma":0.001390071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809536,"about_ca_topic_score_gemma":0.0000725475,"domain_scores_codex":[0.9979529,0.0005564442,0.0003073551,0.0002157382,0.0003709763,0.0005966105],"domain_scores_gemma":[0.9989608,0.0003444218,0.00007745819,0.0002325768,0.00006937139,0.0003153521],"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":[0.0001357908,0.0001795507,0.2929926,0.0028752,0.0004456627,0.00001780077,0.003707832,1.555959e-7,0.0003322137,0.01747252,0.0824212,0.5994195],"study_design_scores_gemma":[0.001849206,0.001220667,0.6618596,0.0006482411,0.00003359428,0.0001495252,0.001226298,0.0007335396,0.00006324741,0.0007068016,0.3314003,0.0001089994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5875432,0.01052123,0.0007764315,0.3965358,0.00008529988,0.0005535187,0.00003281554,0.00008336808,0.003868304],"genre_scores_gemma":[0.9824348,0.002179597,0.000247627,0.01443765,0.00035302,0.00001882254,0.00003344189,0.00001554414,0.0002795032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5993105,"threshold_uncertainty_score":0.2735488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.212234492103072,"score_gpt":0.4722136437426036,"score_spread":0.2599791516395315,"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."}}