{"id":"W6987641838","doi":"","title":"Towards Understanding the Relationship Between Hearing Loss and Cognition in Healthy Aging","year":2024,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Hearing loss; Presbycusis; Cognitive decline; Aging brain; Effects of sleep deprivation on cognitive performance; Perception; Executive functions; Middle frontal gyrus; Gyrus","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":[0.0007908068,0.0000686617,0.0001128146,0.0002552055,0.0006310153,0.00006315046,0.0001172172,0.00006821562,0.000003460076],"category_scores_gemma":[0.0002988029,0.00006837732,0.00004677198,0.0004988391,0.000228075,0.0003777138,0.00009752647,0.0005724336,0.000008353549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297218,"about_ca_system_score_gemma":0.00006476979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001270145,"about_ca_topic_score_gemma":0.0000440777,"domain_scores_codex":[0.9990919,0.0002550067,0.00009374623,0.0002267231,0.0001766585,0.0001559646],"domain_scores_gemma":[0.9989694,0.0007914426,0.00003657208,0.0001288497,0.0000153448,0.00005841397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004021901,0.00001666211,0.926141,0.0002959253,0.00000835794,0.00003731805,0.03032771,0.00008443775,0.001261871,0.04000893,0.000008861704,0.001768731],"study_design_scores_gemma":[0.0003534707,0.00006253355,0.9746237,0.0002669063,0.00002530487,0.000007684711,0.00917042,0.000767828,0.0000488913,0.01448673,0.00009351852,0.00009296649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904284,0.0001299202,0.003268032,0.005262599,0.00007423379,0.0001524934,0.00002307747,0.00005288859,0.0006082793],"genre_scores_gemma":[0.9997292,0.00001270873,0.000174984,0.00002871459,0.00002104366,2.463151e-7,0.000002515802,0.000007528777,0.00002306716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04848277,"threshold_uncertainty_score":0.4853324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276718272836608,"score_gpt":0.2992557831923405,"score_spread":0.1715839559086797,"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."}}