{"id":"W4297999919","doi":"10.3389/fpsyt.2022.950270","title":"Subjective cognitive decline is associated with a higher risk of objective cognitive decline: A cross-sectional and longitudinal study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Commission of Shanghai Municipality; Shanghai Clinical Research Center; National Natural Science Foundation of China; Shanghai Center for Brain Science and Brain-Inspired Technology","keywords":"Montreal Cognitive Assessment; Memory span; Dementia; Verbal fluency test; Wechsler Adult Intelligence Scale; Cognition; Cognitive decline; Audiology; Cohort; Psychology; Risk factor; Cognitive reserve; Verbal learning; Neuropsychology; Medicine; Cross-sectional study; Trail Making Test; Internal medicine; Psychiatry; Disease; Working memory; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017787,0.0003981768,0.0004082098,0.0008732325,0.0006501036,0.0007990626,0.0003373464,0.000866054,0.001030181],"category_scores_gemma":[0.002394915,0.0005425331,0.0005994681,0.00090223,0.0003813053,0.0006527285,0.0005569766,0.0009712138,0.0002150607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015682,"about_ca_system_score_gemma":0.0003047798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428732,"about_ca_topic_score_gemma":0.004066826,"domain_scores_codex":[0.9994081,0.0001851645,0.00005721945,0.0001808928,0.0000849762,0.00008373029],"domain_scores_gemma":[0.998089,0.0002948541,0.0005927661,0.0002515017,0.0002958596,0.0004758814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001488301,0.00009057737,0.998943,0.000004881371,0.0001180881,0.00005144977,0.00009198287,0.00001180524,0.00009599532,0.000007870201,0.00003359411,0.0004018653],"study_design_scores_gemma":[0.00001102733,0.0002400479,0.9991737,0.000004016199,0.00006070335,0.0001664957,0.0001263351,0.00009459985,0.00002162297,0.00001501312,0.00008276475,0.000003500076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994013,0.0002505378,0.00007331584,0.00002219313,0.000007028537,0.000007738088,0.0001082544,0.000001793023,0.0001277826],"genre_scores_gemma":[0.9993705,0.0001236192,0.00009755349,0.00004015939,0.00001618756,0.00001106292,0.0002302319,0.000001498521,0.0001092652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00428732,"threshold_uncertainty_score":0.009406805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569414683947684,"score_gpt":0.3284616440598625,"score_spread":0.3127674972203857,"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."}}