{"id":"W2914398497","doi":"10.1097/wad.0000000000000292","title":"Alzheimer’s Environmental and Genetic Risk Scores are Differentially Associated With General Cognitive Ability and Dementia Severity","year":2019,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute on Aging; National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Alzheimer's disease; Cognition; Cognitive disorder; Medicine; Psychiatry; Psychology; Clinical psychology; Cognitive impairment; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002740231,0.0005174775,0.0005752218,0.0001396365,0.0003316273,0.0001159072,0.0001125295,0.0001628558,0.000906764],"category_scores_gemma":[0.0001879413,0.0004508839,0.0001701146,0.0001941929,0.0005510377,0.0002294498,0.0002182977,0.0004166167,0.00005077347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000684929,"about_ca_system_score_gemma":0.000156844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001813111,"about_ca_topic_score_gemma":0.0002915574,"domain_scores_codex":[0.9964136,0.0005036436,0.0004067654,0.0009794647,0.0009010697,0.0007954082],"domain_scores_gemma":[0.9982685,0.0002313519,0.0003586408,0.0002895915,0.0001210395,0.0007309022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001160466,0.001784463,0.9795886,0.0000291734,0.007892639,0.00004372091,0.0001180756,0.000001799561,0.0001485087,0.000002481951,0.0001008377,0.009129178],"study_design_scores_gemma":[0.009725157,0.0006949902,0.9760213,0.0001549815,0.01146625,0.000002962085,0.0003777443,0.0006859767,0.00008462011,0.0002207595,0.00003482842,0.0005304607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871747,0.004382071,0.0000153221,0.0002193906,0.00005570217,0.007083178,0.0006438408,0.0001018954,0.0003238317],"genre_scores_gemma":[0.9973539,0.0006123823,0.00003069692,0.0003247693,0.00002792732,0.00083666,0.0006605767,0.0000729021,0.00008015615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017916,"threshold_uncertainty_score":0.9997943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009500270204130936,"score_gpt":0.2440482056180587,"score_spread":0.2345479354139278,"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."}}