{"id":"W4390193691","doi":"10.1002/alz.072101","title":"Cognitive dynamics in healthy aging and mild cognitive impairment","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mood; Clinical Dementia Rating; Cognition; Psychology; Rating scale; Personality; Dementia; Clinical psychology; Effects of sleep deprivation on cognitive performance; Observational study; Cognitive decline; Cognitive impairment; Developmental psychology; Medicine; Psychiatry; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008845744,0.000331339,0.0004437638,0.001479244,0.000502163,0.0007880571,0.0002865875,0.0003666712,0.001019773],"category_scores_gemma":[0.005120471,0.0001225387,0.0003223163,0.001052269,0.0003911721,0.0005173888,0.0007922242,0.000418839,0.0001041127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162789,"about_ca_system_score_gemma":0.0003026249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007663307,"about_ca_topic_score_gemma":0.006666711,"domain_scores_codex":[0.9994641,0.0001594854,0.00006814711,0.00009986264,0.0001373234,0.00007106495],"domain_scores_gemma":[0.9977071,0.0005620101,0.001103847,0.0001028033,0.0002083505,0.0003158251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002351716,0.0001197768,0.9895937,0.00004451163,0.00009250507,0.0001062791,0.0004875557,0.0002375741,0.000228971,0.00008652173,0.0001339183,0.008633426],"study_design_scores_gemma":[0.000001393216,0.00005522847,0.9993865,0.000003169332,0.00000754969,0.00007454383,0.0000929986,0.0001481109,0.00001795083,0.0001447023,0.00006564889,0.000002023035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975744,0.0008756207,0.0001206075,0.00008694601,0.000009124667,0.00001327335,0.0002459535,0.000006364859,0.001067822],"genre_scores_gemma":[0.9996033,0.00009859262,0.00007496455,0.00001924902,0.00001303551,0.000006466463,0.00009387662,7.298795e-7,0.00008990052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007663307,"threshold_uncertainty_score":0.01523739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634728796294099,"score_gpt":0.3514827816152225,"score_spread":0.3151354936522814,"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."}}