{"id":"W4280602597","doi":"10.1186/s13195-022-01013-8","title":"Explaining the association between social and lifestyle factors and cognitive functions: a pathway analysis in the Memento cohort","year":2022,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Medical Research Council; Agence Nationale de la Recherche","keywords":"Dementia; Cognition; Structural equation modeling; Cohort; Neurology; Gerontology; Medicine; Cognitive decline; Cohort study; Psychology; Social cognition; Disease; Clinical psychology; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007656888,0.000136111,0.0002671292,0.0004796243,0.001539225,0.000163537,0.0001625845,0.0000495798,0.0004455048],"category_scores_gemma":[0.000235027,0.00008105725,0.0001011246,0.001798555,0.000196509,0.0001146449,0.0001914293,0.0009039213,0.000005213913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009742641,"about_ca_system_score_gemma":0.0001417426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007075766,"about_ca_topic_score_gemma":0.0001269211,"domain_scores_codex":[0.9947442,0.002331955,0.0002239415,0.0003502832,0.001827686,0.000521897],"domain_scores_gemma":[0.9971203,0.002307784,0.00007009218,0.0001503875,0.0002646921,0.00008678024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001940925,0.0001573452,0.9674724,0.000002458409,0.00563495,0.000009006966,0.008894966,1.542746e-7,0.00009140887,0.00004226463,0.0004526375,0.01704835],"study_design_scores_gemma":[0.001399706,0.0006588304,0.9522325,0.000004930178,0.0008596921,0.000001840548,0.03811948,0.00002646327,0.0001736741,0.00007913124,0.00636233,0.00008138886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891621,0.003416292,0.00002117148,0.004410523,0.00001828688,0.001547414,0.00005209398,0.00001448847,0.001357562],"genre_scores_gemma":[0.9976948,0.0003491693,0.000002466569,0.0004302354,0.0001211692,0.0008961871,0.0001618438,0.00001496285,0.0003291157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02922452,"threshold_uncertainty_score":0.9997606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109324821324147,"score_gpt":0.3998112803906887,"score_spread":0.288878798258274,"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."}}