{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249298,0.0005154993,0.000339106,0.0009696014,0.0003400842,0.000543905,0.0003426399,0.0005618864,0.00131072],"category_scores_gemma":[0.005405908,0.0002452733,0.0004633273,0.0008840945,0.00055277,0.0002590024,0.000586069,0.0004610893,0.0001433663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228998,"about_ca_system_score_gemma":0.000279448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007204002,"about_ca_topic_score_gemma":0.007832609,"domain_scores_codex":[0.999377,0.0002534781,0.00006590589,0.0001304462,0.0001014511,0.0000717346],"domain_scores_gemma":[0.9976326,0.0006776176,0.001000137,0.0002357637,0.0001875663,0.0002662996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001306532,0.00003844099,0.9977438,0.000007035582,0.0001366154,0.00005374002,0.00009019212,0.00006375725,0.0002592258,0.0000246035,0.00002353381,0.001428328],"study_design_scores_gemma":[0.00000237446,0.00003933577,0.9995503,0.000001902701,0.00001939221,0.00009180744,0.00002554938,0.0001718739,0.00002784506,0.00004293902,0.00002528155,0.000001489653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996107,0.00009340651,0.00006253148,0.00001920356,0.00000181573,0.000002558629,0.00004784242,0.000001762146,0.0001602443],"genre_scores_gemma":[0.9997016,0.00002526889,0.000088729,0.000010897,0.000003006757,0.000002018268,0.00007026536,7.215351e-7,0.00009764139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007204002,"threshold_uncertainty_score":0.01432413,"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."}}