{"id":"W2567150138","doi":"10.1044/2016_jslhr-h-15-0135","title":"Hearing Loss and Cognitive-Communication Test Performance of Long-Term Care Residents With Dementia: Effects of Amplification","year":2016,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Audiology; Hearing loss; Cognition; Presbycusis; Medicine; Cognitive test; Test (biology); Psychology; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008970061,0.00006727636,0.0001703657,0.0002537276,0.0001406085,0.00003669135,0.0001292518,0.00004670076,0.000004419163],"category_scores_gemma":[0.001153096,0.00004248273,0.00002237182,0.0001932797,0.0003247734,0.0002960966,0.0001013205,0.000228741,9.129089e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000316829,"about_ca_system_score_gemma":0.00007082022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001002083,"about_ca_topic_score_gemma":0.000008439514,"domain_scores_codex":[0.998754,0.0001557111,0.0002861656,0.0001435707,0.0004941766,0.0001663496],"domain_scores_gemma":[0.997748,0.001437286,0.000176758,0.0001651058,0.0003992171,0.0000736712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009647353,0.0000383388,0.4440888,0.0007417088,0.000007577305,0.00001740977,0.001998433,3.276945e-7,0.5032325,0.00001059094,7.252363e-7,0.04976716],"study_design_scores_gemma":[0.0005422587,0.0005619631,0.6123332,0.002137228,0.00001037658,0.0000465839,0.000383687,0.000004233455,0.3839371,0.00001101894,4.538631e-7,0.00003189209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976701,0.001838912,0.00006472032,0.0001351425,0.0000138281,0.0001973258,0.00000174141,0.000003866204,0.00007442464],"genre_scores_gemma":[0.998274,0.001289766,0.0003492565,0.00000445968,0.00003140936,0.000002987525,3.82639e-7,0.000009878485,0.00003785045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1682445,"threshold_uncertainty_score":0.1732395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909195752989673,"score_gpt":0.3598642341716758,"score_spread":0.320772276641779,"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."}}