{"id":"W4391053469","doi":"10.52403/ijhsr.20240119","title":"Hearing Aid Usage and Its Influence on Cognitive Functions Among Older Adults with Age-Related Hearing Loss","year":2024,"lang":"en","type":"article","venue":"International Journal of Health Sciences and Research","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Hearing loss; Audiology; Medicine; Montreal Cognitive Assessment; Hearing aid; Recall; Cognitive decline; Cognitive skill; Age groups; Cognitive impairment; Psychology; Dementia; Psychiatry; Demography; Disease","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":[0.003846904,0.00008706945,0.0001614218,0.0006149652,0.0006362319,0.0002110428,0.0001726144,0.00004640737,0.00004691102],"category_scores_gemma":[0.0001779318,0.00005704874,0.00002481864,0.0004325074,0.0006965259,0.0002843769,0.00007862483,0.0007516771,0.00002051874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007129575,"about_ca_system_score_gemma":0.0003844506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008843122,"about_ca_topic_score_gemma":0.00006721394,"domain_scores_codex":[0.997777,0.0002436338,0.0003987056,0.0002842578,0.0008917858,0.0004046004],"domain_scores_gemma":[0.9984468,0.000748267,0.0001057183,0.00004016212,0.0004640988,0.000194977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001947784,0.0005958166,0.6117371,0.001153186,0.0008473047,0.003856793,0.08965562,0.0006306644,0.00005126653,0.01605387,0.005037729,0.2684328],"study_design_scores_gemma":[0.001403536,0.002433446,0.9774253,0.007250599,0.000006136449,0.0007031019,0.007824595,0.0007689429,0.00001430185,0.00045738,0.001583337,0.0001292633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771945,0.008810678,0.00004587841,0.01044555,0.0007096156,0.0001911231,0.000005542974,0.00001143525,0.002585642],"genre_scores_gemma":[0.9977551,0.001142674,0.00002302524,0.000383103,0.0001478417,0.000008249124,6.331018e-7,0.000006710251,0.0005326318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3656882,"threshold_uncertainty_score":0.4893445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07877100739848648,"score_gpt":0.4694796417275388,"score_spread":0.3907086343290523,"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."}}