{"id":"W1504263151","doi":"10.1159/000430807","title":"Predictors of Clinical Progression of Subjective Memory Impairment in Elderly Subjects: Data from the Clinical Research Centers for Dementia of South Korea (CREDOS)","year":2015,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AGE-WELL","keywords":"Dementia; Recall; Clinical Dementia Rating; Psychology; Alzheimer's disease; Cognition; Cohort; Cohort study; Memory clinic; Mini–Mental State Examination; Medicine; Gerontology; Disease; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009316036,0.0002782054,0.0009455839,0.0003885807,0.0001001855,0.00002309944,0.0004768918,0.0002053967,0.00008260657],"category_scores_gemma":[0.003621161,0.0002037606,0.0002998612,0.000813816,0.001217268,0.000196258,0.000715417,0.0005130266,0.000002813419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000245786,"about_ca_system_score_gemma":0.0008772874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000722189,"about_ca_topic_score_gemma":0.000408824,"domain_scores_codex":[0.9938032,0.001463137,0.001914768,0.0009102139,0.001288789,0.0006198629],"domain_scores_gemma":[0.9943052,0.002700163,0.0007083438,0.0006010989,0.001375154,0.0003100364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008423015,0.002736577,0.9348662,0.000217965,0.001943022,0.000005620552,0.001490647,3.415848e-7,0.00007197791,0.000009662996,0.001100635,0.04913427],"study_design_scores_gemma":[0.01952862,0.007638675,0.9464383,0.0004502506,0.001598466,0.000001087657,0.02258857,0.0002843272,0.0006848727,0.0003567497,0.0002555792,0.0001745478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895059,0.003326636,0.0007690504,0.000285615,0.0003197943,0.004152932,0.0008891112,0.00001347108,0.0007374372],"genre_scores_gemma":[0.997016,0.00134044,0.0003613891,0.0000437075,0.0001601181,0.0001758534,0.0008435401,0.00003323522,0.00002571381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04895972,"threshold_uncertainty_score":0.8309118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11157337751592,"score_gpt":0.4453019907366388,"score_spread":0.3337286132207187,"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."}}