{"id":"W2034196650","doi":"10.1159/000327076","title":"Proactive Approach in Detecting Elderly Subjects with Cognitive Decline in General Practitioners’ Practices","year":2011,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders Extra","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Dementia; Medicine; Cognitive decline; Memory clinic; Cognitive impairment; Asymptomatic; Recall; Gerontology; Psychiatry; Psychology; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008396483,0.0004062992,0.0004832487,0.0008306468,0.0001709469,0.00008339772,0.00009022654,0.0001506819,0.0002674756],"category_scores_gemma":[0.0005168076,0.0003606808,0.00008816613,0.001239027,0.0002386992,0.0007363909,0.0001151433,0.0006450586,0.00001301719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005423943,"about_ca_system_score_gemma":0.0002721986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237287,"about_ca_topic_score_gemma":0.001579005,"domain_scores_codex":[0.996895,0.0003654026,0.0004997634,0.0009179739,0.0005495945,0.0007722489],"domain_scores_gemma":[0.9984947,0.0003575652,0.0004401881,0.0001258173,0.0003675201,0.0002141686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00561842,0.002845503,0.9156788,0.0001793027,0.0005657512,0.0002323266,0.003964574,3.350767e-7,0.0003136571,0.00005687103,0.000005309491,0.07053913],"study_design_scores_gemma":[0.0131126,0.002543482,0.9561082,0.0002045287,0.0007740998,0.0001091285,0.0247004,0.0002505086,0.001340204,0.0003549756,0.00004201797,0.0004599147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594904,0.001075081,0.003877277,0.0001478699,0.00004055691,0.002707652,0.00001739479,0.00004602092,0.0325978],"genre_scores_gemma":[0.9960961,0.000771584,0.001744845,0.0002394747,0.00006305126,0.0007509587,0.0001462192,0.00004948112,0.000138247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07007921,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589680299145586,"score_gpt":0.300096733530376,"score_spread":0.2741999305389202,"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."}}