{"id":"W2578419774","doi":"10.1093/geroni/igx004.1693","title":"DTLA-A NEW SCREENING TEST FOR LANGUAGE IMPAIRMENT IN AGING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Test (biology); Dementia; Primary progressive aphasia; Psychology; Normative; Executive functions; Medicine; Gerontology; Disease; Cognition; Clinical psychology; Developmental psychology; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055308,0.0005186952,0.0003220368,0.001732268,0.0002750092,0.0003756654,0.0003331949,0.0004554344,0.001481117],"category_scores_gemma":[0.002050119,0.00008412429,0.0003060776,0.0005236938,0.0002219983,0.0004948496,0.0004080456,0.0003464441,0.0005852849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000501873,"about_ca_system_score_gemma":0.0006923563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008402339,"about_ca_topic_score_gemma":0.01360272,"domain_scores_codex":[0.9995286,0.0001165811,0.00006866063,0.00007090834,0.0001675882,0.00004766903],"domain_scores_gemma":[0.9992098,0.0001614571,0.0002352337,0.0000271154,0.0002785635,0.00008782911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001019104,0.0007648859,0.5782802,0.0005336211,0.0002767279,0.0009398469,0.00100994,0.0007797443,0.03419796,0.0009445936,0.01781328,0.36344],"study_design_scores_gemma":[0.00008436575,0.001819575,0.9681359,0.0001403943,0.0001161761,0.004236272,0.0003729523,0.001044802,0.005244952,0.0006197123,0.01814134,0.00004353313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524058,0.00997161,0.00882592,0.0007208495,0.0002067259,0.001084195,0.005828091,0.0006280727,0.02032877],"genre_scores_gemma":[0.9555424,0.003769807,0.02095596,0.0005740108,0.00008400076,0.001000043,0.003848113,0.0000393654,0.01418631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008402339,"threshold_uncertainty_score":0.01670688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05960589125590639,"score_gpt":0.3605351281285799,"score_spread":0.3009292368726735,"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."}}