{"id":"W3092125729","doi":"10.1101/2020.10.07.20208017","title":"Hearing loss is associated with gray matter differences in older adults at risk for and with Alzheimer’s disease","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; University of Toronto; Université de Montréal; University of Saskatchewan; Western University; Concordia University; Centre for Research on Brain Language and Music","funders":"Canadian Institutes of Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Consortium canadien en neurodégénérescence associée au vieillissement; National Science Foundation","keywords":"Audiology; Hearing loss; Atrophy; Dementia; Psychology; Auditory cortex; Cognitive decline; Hippocampal formation; Medicine; Healthy aging; Temporal cortex; Neuroscience; Disease; Internal medicine; Gerontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002574695,0.0002408899,0.0002087079,0.0009176816,0.0002619982,0.0004723931,0.0001771781,0.0002901534,0.001661329],"category_scores_gemma":[0.000900778,0.0001347447,0.0002266556,0.0005357568,0.0001846583,0.0002439124,0.0003545007,0.0002130232,0.000249271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582907,"about_ca_system_score_gemma":0.00009807639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007681335,"about_ca_topic_score_gemma":0.01095343,"domain_scores_codex":[0.9999067,0.00001382635,0.0000130142,0.00002885261,0.0000218833,0.0000157761],"domain_scores_gemma":[0.9995502,0.00004775993,0.000226603,0.0000338564,0.00006031804,0.00008122565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004449722,0.00004694434,0.9955421,0.00001952891,0.000113591,0.0001467363,0.0001496765,0.00002929337,0.0009474308,0.00001677428,0.00014655,0.002396401],"study_design_scores_gemma":[0.000003159909,0.00003641436,0.9996465,0.000002252194,0.00001230735,0.0001030421,0.00006928496,0.0000198657,0.00004226504,0.00001495279,0.00004902265,9.95429e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990526,0.0002214658,0.00002637717,0.00001903004,0.000003351086,0.000002777931,0.0003195096,0.000002073677,0.0003528984],"genre_scores_gemma":[0.9992614,0.0000766052,0.00004306742,0.00002152703,0.000007319384,0.000003276764,0.0003342673,9.571623e-7,0.0002515278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007681335,"threshold_uncertainty_score":0.01527327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04146928945230798,"score_gpt":0.2709804189797065,"score_spread":0.2295111295273985,"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."}}