{"id":"W4360841389","doi":"10.3233/jad-220951","title":"The Influence of Birth Cohorts on Future Cognitive Decline","year":2023,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"National Institute on Aging","keywords":"Cognition; Psychology; Cognitive decline; Cognitive aging; Cognitive psychology; Developmental psychology; Medicine; Neuroscience; Dementia; Disease; Internal medicine","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":[0.006424312,0.0004608227,0.0003658282,0.001332111,0.0005691476,0.001154641,0.0007313841,0.0006918823,0.001909578],"category_scores_gemma":[0.0223691,0.0002617734,0.001179011,0.001186869,0.0006880016,0.0008107836,0.001024823,0.001011814,0.0001876834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004425957,"about_ca_system_score_gemma":0.0006995715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065045,"about_ca_topic_score_gemma":0.01635564,"domain_scores_codex":[0.9972531,0.001329832,0.0001504729,0.0006010106,0.0002854262,0.0003801219],"domain_scores_gemma":[0.9801462,0.01037362,0.005149003,0.001944286,0.001058186,0.001328657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227481,0.00001561006,0.9952605,0.00001665593,0.0002888551,0.00006198824,0.0001343965,0.0001936504,0.00005552659,0.0002024774,0.00009969131,0.003547859],"study_design_scores_gemma":[0.000001711717,0.00004340211,0.9988053,0.00002519582,0.0001396279,0.000066293,0.00007602741,0.0004068282,0.00003211758,0.0001990964,0.0002005376,0.000003860957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989399,0.005322076,0.001402875,0.000784421,0.00008543527,0.00001921655,0.0009220034,0.00002016058,0.002044967],"genre_scores_gemma":[0.9986098,0.000698033,0.0002128797,0.00005086162,0.00003482823,0.000007365178,0.0002135731,0.000005519305,0.0001671236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065045,"threshold_uncertainty_score":0.04106051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903669029212872,"score_gpt":0.339199638969697,"score_spread":0.3201629486775682,"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."}}