{"id":"W2958706542","doi":"10.1159/000500777","title":"Test Administration Methods and Cognitive Test Scores in Older Adults with Hearing Loss","year":2019,"lang":"en","type":"article","venue":"Gerontology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Northwestern University","keywords":"Audiology; Cognition; Cognitive test; Recall; Test (biology); Hearing loss; Working memory; Montreal Cognitive Assessment; Psychology; Population; Recall test; Medicine; Free recall; Cognitive psychology; Cognitive impairment; Psychiatry","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":[0.0002066351,0.00009011832,0.0001535943,0.00006606139,0.00004502259,0.00002301604,0.0000463572,0.00007742154,0.00002827643],"category_scores_gemma":[0.001318958,0.00007213115,0.00001129162,0.0001089062,0.0001615986,0.0001314993,0.00002449634,0.0001284516,0.00001947034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000177929,"about_ca_system_score_gemma":0.0000472534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128768,"about_ca_topic_score_gemma":0.0002598172,"domain_scores_codex":[0.999063,0.0001404596,0.0001506733,0.0003687798,0.00007306953,0.0002040612],"domain_scores_gemma":[0.9975324,0.002251358,0.00004894782,0.00009343114,0.00002938306,0.00004450086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001559481,0.0001865485,0.8758023,0.00009389326,0.00000153933,0.00002824774,0.002344171,0.000003207449,0.09478246,0.0003556046,0.000002647792,0.02624343],"study_design_scores_gemma":[0.001020661,0.0008355844,0.9730076,0.0001383799,0.000004172478,0.00009116319,0.0003440107,0.0005171591,0.02382762,0.0001012351,0.00001148241,0.0001009877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977272,0.000044124,0.0005074523,0.0003641922,0.00007603785,0.0003720251,0.000003595404,0.00002528639,0.0008800641],"genre_scores_gemma":[0.9973245,0.000005987846,0.002356066,0.0001495897,0.00001600167,0.00002805036,0.000001583577,0.000008618949,0.0001095883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09720523,"threshold_uncertainty_score":0.2941423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672338987895823,"score_gpt":0.356919547908576,"score_spread":0.3201961580296178,"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."}}