{"id":"W2020298616","doi":"10.1097/wad.0b013e31811ff2c9","title":"Telephonic Remote Evaluation of Neuropsychological Deficits (TREND): Longitudinal Monitoring of Elderly Community-dwelling Volunteers Using Touch-tone Telephones","year":2007,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Dementia; Cognition; Montreal Cognitive Assessment; Neuropsychology; Psychology; Neuropsychological assessment; Activities of daily living; Cognitive test; Medicine; Clinical psychology; Audiology; Cognitive impairment; Psychiatry; 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":[0.00256138,0.0003096677,0.0004988541,0.000384283,0.0002717658,0.00002177427,0.0002286911,0.0001499011,0.0001853425],"category_scores_gemma":[0.0008153182,0.000300948,0.0003201433,0.0008773198,0.0002828743,0.0001625113,0.00009700508,0.00057932,0.000009748965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367858,"about_ca_system_score_gemma":0.0002676856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008454499,"about_ca_topic_score_gemma":0.0001398012,"domain_scores_codex":[0.9957467,0.0007326855,0.0007739473,0.0003835427,0.001677019,0.0006860665],"domain_scores_gemma":[0.9976431,0.000375314,0.0003913535,0.00043854,0.0008081535,0.0003435635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001499342,0.002158489,0.9246314,0.00007356458,0.001081058,0.00002032725,0.000296627,0.0004043379,0.004102328,0.000003446818,0.00002258663,0.06570655],"study_design_scores_gemma":[0.004439982,0.0007304157,0.9826235,0.0003343361,0.003585675,0.000003406915,0.001840491,0.003587444,0.002361924,0.0002269085,0.00001533703,0.000250543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936538,0.001654852,0.0003981183,0.00007414741,0.0001876286,0.002845149,0.0000230569,0.00006486737,0.001098344],"genre_scores_gemma":[0.9993669,0.0001078829,0.0002370689,0.00002946682,0.00005124357,0.00005302376,0.00009175797,0.00004714427,0.00001554006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.065456,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08536580432073931,"score_gpt":0.3974893060625854,"score_spread":0.3121235017418461,"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."}}