{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00575233,0.0004670499,0.0003759455,0.0005792793,0.0002373984,0.0004748837,0.000289951,0.000429293,0.0009530372],"category_scores_gemma":[0.02425298,0.0001749886,0.0003866247,0.0003519477,0.0003791951,0.0003854542,0.0004075288,0.0004239935,0.0002382033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639269,"about_ca_system_score_gemma":0.0003230208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000650244,"about_ca_topic_score_gemma":0.001424708,"domain_scores_codex":[0.9957824,0.001919172,0.0005661091,0.0003691218,0.001239748,0.0001235122],"domain_scores_gemma":[0.9899059,0.005908047,0.002165592,0.0006451057,0.0009558972,0.0004194312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01322265,0.005880132,0.8231733,0.0004566257,0.0004265781,0.0003158631,0.002762604,0.0003846174,0.02291498,0.0001463766,0.0005377717,0.1297785],"study_design_scores_gemma":[0.0001994842,0.01737626,0.9764987,0.00003853015,0.0001053538,0.0003838358,0.0003006508,0.0003972485,0.004021926,0.0001297128,0.0005264392,0.00002188208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973083,0.0004198485,0.001273469,0.00004534647,0.00001712462,0.0002096148,0.00007759757,0.00001301903,0.0006357587],"genre_scores_gemma":[0.9949255,0.0002675351,0.003248034,0.0001382714,0.00003076496,0.0007177148,0.0001913561,0.000007816399,0.0004730407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00575233,"threshold_uncertainty_score":0.03042156,"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."}}