{"id":"W4388101670","doi":"10.2298/mpns2302016m","title":"Indicators of cognitive decline in persons with presbycusis","year":2023,"lang":"en","type":"article","venue":"Medicinski pregled","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presbycusis; Medicine; Audiology; Hearing aid; Cognition; Hearing loss; Cognitive decline; Analysis of variance; Affect (linguistics); Correlation; Effects of sleep deprivation on cognitive performance; Gerontology; Dementia; Psychiatry; Disease; Psychology; Internal medicine","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":[0.0002956763,0.00007661646,0.0001674453,0.0003710297,0.0000392506,0.000004969891,0.000103008,0.00004815565,0.00004630443],"category_scores_gemma":[0.002348596,0.00005288183,0.00002435481,0.00124302,0.0002509321,0.00005819208,0.0000457565,0.0001211952,0.00002523504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001644535,"about_ca_system_score_gemma":0.00006949122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008558115,"about_ca_topic_score_gemma":0.00002988203,"domain_scores_codex":[0.9989422,0.0001120875,0.0001882992,0.0002364821,0.0003344746,0.0001864686],"domain_scores_gemma":[0.9987129,0.001017903,0.00006642364,0.0001178098,0.00002046513,0.00006448222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005521109,0.0006273928,0.6252683,0.0003705801,0.00002744859,0.0001815663,0.05556702,0.000159291,0.2745989,0.0009146628,0.0004225837,0.04131005],"study_design_scores_gemma":[0.001886961,0.000484197,0.9452796,0.0006038968,0.00001740286,0.000003812315,0.001693306,0.0006495064,0.04893691,0.000181847,0.0001556237,0.000106953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965891,0.00001455046,0.00005538736,0.0008700828,0.00006527254,0.0003187613,0.000008765826,0.00006709837,0.002011024],"genre_scores_gemma":[0.9993889,0.00001393063,0.00004226066,0.000193679,0.00002209317,0.00003727753,0.000003710223,0.00001161404,0.0002865427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3200112,"threshold_uncertainty_score":0.2811659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548136624908997,"score_gpt":0.3045250541504185,"score_spread":0.2790436879013286,"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."}}