{"id":"W4390664964","doi":"10.3389/fnins.2023.1327759","title":"Hearing loss, hearing aid use, and performance on the Montreal cognitive assessment (MoCA): findings from the HUNT study in Norway","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norwegian Institute of Public Health; Faculty of Medicine and Health, University of Sydney; Helse Midt-Norge; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Audiology; Montreal Cognitive Assessment; Hearing loss; Medicine; Hearing aid; Confounding; Unilateral hearing loss; Cognition; 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":[0.002143267,0.0003870191,0.0005486283,0.0008981845,0.0004925409,0.0008462488,0.0008822184,0.000504399,0.001064441],"category_scores_gemma":[0.003141472,0.0003558007,0.0009635322,0.00114306,0.0005716856,0.0005154324,0.001009304,0.0004423462,0.0002055501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009220668,"about_ca_system_score_gemma":0.001288822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1688036,"about_ca_topic_score_gemma":0.1569644,"domain_scores_codex":[0.9990446,0.0002206899,0.000169821,0.000217182,0.0001795752,0.0001680657],"domain_scores_gemma":[0.9983048,0.0003532467,0.0006697709,0.0001263693,0.0002710269,0.0002747186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001309913,0.00003006293,0.998053,0.00003030264,0.0001074936,0.00009592945,0.000332229,0.00003780631,0.0001082521,0.00002224038,0.0001769151,0.0008749174],"study_design_scores_gemma":[0.000009006118,0.00003926053,0.9992104,0.00002246454,0.00005104532,0.00008425057,0.0003501485,0.00004744815,0.00001766016,0.00001597305,0.0001482778,0.000004097206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969469,0.001024531,0.00009608788,0.0000586295,0.00002487729,0.00001038205,0.001338085,0.000002919018,0.0004975785],"genre_scores_gemma":[0.9983996,0.0003443465,0.00009706524,0.00004177496,0.00001217127,0.00001692665,0.0009090508,0.000003263678,0.0001759545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688036,"threshold_uncertainty_score":0.3356422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04571522196648577,"score_gpt":0.2943519692231548,"score_spread":0.248636747256669,"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."}}