{"id":"W2419339900","doi":"10.14283/jpad.2015.75","title":"BRIDGING THE TRANSLATION GAP: FROM DEMENTIA RISK ASSESSMENT TO ADVICE ON RISK REDUCTION","year":2015,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Health and Medical Research Council; National Institute on Aging; National Institutes of Health; Dementia Collaborative Research Centres, Australia","keywords":"Dementia; Bridging (networking); Population ageing; Medicine; Risk assessment; Clinical Practice; Risk analysis (engineering); Psychology; Population; Gerontology; Family medicine; Environmental health; Computer science; Disease; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04677096,0.001307043,0.003305143,0.003580321,0.004423535,0.01109327,0.003719835,0.01250247,0.02058182],"category_scores_gemma":[0.2298003,0.001191622,0.00205234,0.002638883,0.00692887,0.01810949,0.01254686,0.02283969,0.004708819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006991016,"about_ca_system_score_gemma":0.02717443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01366716,"about_ca_topic_score_gemma":0.01178987,"domain_scores_codex":[0.9582158,0.02949606,0.003098607,0.001543806,0.005703467,0.001942345],"domain_scores_gemma":[0.8649897,0.1050725,0.004723102,0.004099262,0.0129388,0.008176641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007877339,0.002918143,0.006389704,0.007735399,0.0004583695,0.00188197,0.02608485,0.0008111388,0.0005621874,0.0315432,0.1778625,0.7429649],"study_design_scores_gemma":[0.002550271,0.002115308,0.01990757,0.06553561,0.001632788,0.002491076,0.04847708,0.004460866,0.001472129,0.549342,0.3014025,0.0006127946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006797233,0.01778599,0.009141238,0.9398919,0.005595807,0.0002192934,0.0001359462,0.0002040481,0.02022845],"genre_scores_gemma":[0.3718231,0.08460398,0.06643847,0.4446738,0.02354548,0.001816845,0.0006051035,0.0005794155,0.005913801],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04677096,"threshold_uncertainty_score":0.2473514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06328637871156703,"score_gpt":0.3770903530405155,"score_spread":0.3138039743289485,"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."}}