{"id":"W2320791449","doi":"10.1097/wad.0b013e31827bdc8c","title":"TeLPI Performance in Subjects With Mild Cognitive Impairment and Alzheimer Disease","year":2013,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Alzheimer's disease; Psychology; Cognition; Audiology; Cognitive impairment; Cognitive decline; Cognitive reserve; Disease; Cognitive test; Clinical psychology; Gerontology; Medicine; Psychiatry; Internal medicine","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":[0.0002561443,0.0004729471,0.0004293179,0.0003357765,0.0002127586,0.000106969,0.0001266159,0.00009313208,0.0008576628],"category_scores_gemma":[0.0001123424,0.0003864322,0.0001375386,0.0006426554,0.0003597008,0.0005248495,0.0001224894,0.0003709042,0.0002322783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007411264,"about_ca_system_score_gemma":0.0004512648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002728296,"about_ca_topic_score_gemma":0.0001262625,"domain_scores_codex":[0.9967744,0.0001909245,0.0003880643,0.0007503688,0.0008790102,0.001017275],"domain_scores_gemma":[0.9978526,0.0001525742,0.0001393216,0.0002833548,0.000300569,0.001271646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002230855,0.002179412,0.9827576,0.00006210283,0.001213757,0.0000807527,0.0002165912,0.000003668144,0.000005347324,0.00001069675,0.0006225496,0.01061666],"study_design_scores_gemma":[0.01044359,0.0007699773,0.9833332,0.0004721626,0.002584044,0.000001688838,0.0007512239,0.0007821547,0.00006018672,0.0001338718,0.0001715338,0.0004964051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786863,0.00373801,0.000003422094,0.001824213,0.00003999444,0.01250803,0.000059437,0.0001176276,0.003022904],"genre_scores_gemma":[0.9902132,0.0004515554,0.00001827382,0.001121963,0.000033167,0.007583282,0.0003011083,0.00007512629,0.0002023829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152678,"threshold_uncertainty_score":0.9998587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143520536420645,"score_gpt":0.2701312002239306,"score_spread":0.2557791465818661,"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."}}