{"id":"W2001247202","doi":"10.1136/ebmh.7.1.8","title":"Inclusion of informant ratings of cognitive difficulties improves the accuracy of the MMSE in predicting Alzheimer’s disease","year":2004,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"IMG; Cognitive impairment; Medicine; Dementia; Mini–Mental State Examination; Gynecology; Psychiatry; Psychology; Pediatrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.001348368,0.0003234056,0.0006857681,0.0002602738,0.0003127448,0.00001335031,0.0004102862,0.0001516438,0.00005644358],"category_scores_gemma":[0.001294779,0.0001796333,0.000286213,0.000467339,0.0007040632,0.0002161387,0.0007156613,0.001196346,0.000001683926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370548,"about_ca_system_score_gemma":0.003965782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703118,"about_ca_topic_score_gemma":0.00005310056,"domain_scores_codex":[0.9957253,0.0004048418,0.001226219,0.000330094,0.001796829,0.0005166834],"domain_scores_gemma":[0.9961377,0.001564748,0.001420516,0.0004042737,0.0003388088,0.0001339517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01864912,0.005092188,0.6353081,0.05858257,0.001322643,0.0001837157,0.06432679,0.00006178873,0.01179578,0.0000491424,0.0742624,0.1303657],"study_design_scores_gemma":[0.008040967,0.004335389,0.81179,0.1140715,0.0007442554,0.00001149896,0.006553015,0.0003873445,0.05274727,0.00008646009,0.0008318896,0.0004004319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7073917,0.005175976,0.00001075873,0.2817766,0.000178687,0.005063166,0.0002953227,0.00001521923,0.00009253807],"genre_scores_gemma":[0.9095084,0.0007103848,0.00003264877,0.08905831,0.0001855602,0.0001389566,0.0002740203,0.00002649645,0.000065189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021167,"threshold_uncertainty_score":0.7325232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04241185408313614,"score_gpt":0.3576038343169636,"score_spread":0.3151919802338275,"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."}}