{"id":"W4391716548","doi":"10.1093/ije/dyae012","title":"Cohort Profile: Dementia Risk Prediction Project (DRPP)","year":2024,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute of Neurological Disorders and Stroke; Medical Research Council; National Institute on Aging; National Institutes of Health","keywords":"Epidemiology; Medicine; Library science; Public health; Cohort; Family medicine; Population; Gerontology; Environmental health; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01281435,0.001410614,0.001807853,0.002522192,0.001026527,0.002113392,0.002496718,0.0009404675,0.01081658],"category_scores_gemma":[0.02559102,0.001165859,0.001621779,0.00516904,0.000238461,0.001252776,0.005051579,0.002988372,0.005138014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009831922,"about_ca_system_score_gemma":0.005025726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0178611,"about_ca_topic_score_gemma":0.01313734,"domain_scores_codex":[0.9958289,0.002034058,0.0005352228,0.000654571,0.0007241924,0.0002229777],"domain_scores_gemma":[0.9913099,0.00190426,0.001399207,0.001716609,0.00272022,0.0009498207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005831173,0.0003662724,0.3263459,0.00228583,0.003397918,0.0004383428,0.0006816516,0.002256995,0.0005526551,0.006689312,0.5340245,0.1171295],"study_design_scores_gemma":[0.009290247,0.001208795,0.6279542,0.003673521,0.004054578,0.001566472,0.0004537718,0.01048754,0.0007944584,0.01838135,0.321772,0.0003630542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.05348183,0.002106053,0.03736591,0.00193884,0.0004718251,0.005810851,0.8892871,0.001307348,0.008230261],"genre_scores_gemma":[0.06185573,0.001862361,0.05162568,0.0009352916,0.0003427099,0.02402412,0.8526555,0.000576155,0.00612254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0178611,"threshold_uncertainty_score":0.06776953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336648415646518,"score_gpt":0.4188905575405842,"score_spread":0.3755240733841191,"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."}}