{"id":"W2983922863","doi":"10.1093/geroni/igz038.426","title":"PREVENTABILITY OF DEMENTIA IN PRIMARY CARE SETTINGS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Medicine; Dyslipidemia; Hazard ratio; Cohort; Proportional hazards model; Poisson regression; Cohort study; Retrospective cohort study; Diabetes mellitus; Medical record; Disease; Gerontology; Internal medicine; Population; Environmental health; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009056808,0.0001778803,0.0003566082,0.001319151,0.001207083,0.001164188,0.00059047,0.0004865834,0.002790588],"category_scores_gemma":[0.008250623,0.0002230167,0.0005194145,0.001942738,0.0003024623,0.0003980924,0.0009596289,0.0007671352,0.0001956283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581015,"about_ca_system_score_gemma":0.003268832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1858212,"about_ca_topic_score_gemma":0.2216304,"domain_scores_codex":[0.998059,0.0005599951,0.0001404086,0.0002236029,0.0005570254,0.000459955],"domain_scores_gemma":[0.9954782,0.0006309688,0.001781687,0.0001612937,0.0009304662,0.001017394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005837103,0.0001783748,0.9872387,0.0001749237,0.0001031751,0.0004309573,0.0003724577,0.00006009959,0.00006416117,0.0001328358,0.002612507,0.008573262],"study_design_scores_gemma":[0.00001114275,0.00006162548,0.9984134,0.00008305396,0.00002758289,0.0003475966,0.0003205824,0.0001074969,0.00002293155,0.00008136821,0.0005186397,0.000004416112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775838,0.005982811,0.0001752566,0.001850531,0.0001239608,0.0001216092,0.00342578,0.00003948213,0.01069679],"genre_scores_gemma":[0.9984791,0.0006402605,0.0000815552,0.0002183099,0.00004029298,0.00001526966,0.0003902464,9.025822e-7,0.0001339736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1858212,"threshold_uncertainty_score":0.3694792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262515813542057,"score_gpt":0.3137549743079917,"score_spread":0.3011298161725711,"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."}}