{"id":"W4210942540","doi":"10.3233/adr-210045","title":"The Relationship Between Hearing and Mild Behavioral Impairment and the Influence of Sex: A Study of Older Adults Without Dementia from the COMPASS-ND Study","year":2022,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease Reports","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Ontario Brain Institute; Foothills Medical Centre; Simon Fraser University; University of Calgary; University of Toronto; Alberta Health Services","funders":"","keywords":"Dementia; Depression (economics); Hearing loss; Affect (linguistics); Value (mathematics); Social isolation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007421938,0.0003565232,0.0004755052,0.0009181385,0.000721656,0.000856023,0.0004814081,0.0005460511,0.001435648],"category_scores_gemma":[0.001749795,0.0003424709,0.000640999,0.0009611804,0.000281069,0.0004901336,0.0005962319,0.0005958524,0.0002671701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216699,"about_ca_system_score_gemma":0.0003594107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001485,"about_ca_topic_score_gemma":0.02891923,"domain_scores_codex":[0.9995503,0.00009303867,0.00006457736,0.00009710383,0.0001129074,0.00008201416],"domain_scores_gemma":[0.9989876,0.0001120463,0.0003555987,0.00008740555,0.000153675,0.0003036777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009003609,0.00003121393,0.9992136,0.000004807782,0.00004732958,0.00005737217,0.0001054214,0.000004349953,0.0000557288,0.000004444852,0.00005072723,0.0003349434],"study_design_scores_gemma":[0.000006101965,0.00004808597,0.9995387,0.000003536369,0.00001493651,0.00009312804,0.0001928475,0.00001808868,0.000008373814,0.000004530182,0.0000702377,0.000001613472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998784,0.0003360999,0.00002126917,0.00003561419,0.000009255567,0.000008538599,0.0004446984,0.000001417652,0.0003590102],"genre_scores_gemma":[0.9991289,0.0001198599,0.00002367095,0.00004439834,0.00001032135,0.00001040557,0.0004544273,0.000001524934,0.0002065553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02001485,"threshold_uncertainty_score":0.03979671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05838959371348061,"score_gpt":0.3350758703870491,"score_spread":0.2766862766735684,"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."}}