{"id":"W3187072469","doi":"10.3389/fpsyt.2021.661560","title":"Cognitive Impairment in Older Adults With Concurrent Hearing and Vision Impairment: A Systematic Scoping Review Protocol","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Centre de réadaptation Lethbridge-Layton-Mackay; Université de Montréal; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Cognitive impairment; Visual impairment; Protocol (science); Audiology; Medicine; Cognition; Psychology; Physical medicine and rehabilitation; Hearing loss; Psychiatry; Alternative medicine","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":[0.06393558,0.004557176,0.01462883,0.01838603,0.003821682,0.008410607,0.005597142,0.007623619,0.05312316],"category_scores_gemma":[0.06463745,0.004525088,0.01240067,0.01386856,0.004270404,0.009444084,0.006204978,0.004934217,0.006974659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01329933,"about_ca_system_score_gemma":0.06593031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006924951,"about_ca_topic_score_gemma":0.01670459,"domain_scores_codex":[0.9746851,0.008782209,0.009962196,0.002578206,0.00288276,0.001109566],"domain_scores_gemma":[0.9699968,0.01173366,0.007393758,0.00187232,0.007499157,0.001504351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001214916,0.000143578,0.0006959069,0.9568936,0.001377592,0.0004204856,0.002102754,0.0004898247,0.0005105834,0.002914336,0.00911515,0.02412128],"study_design_scores_gemma":[0.004344214,0.0008961557,0.003963969,0.8870134,0.007660115,0.0005613854,0.003042613,0.0005078492,0.0006480269,0.003665875,0.08747753,0.0002189136],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007837586,0.008633869,0.001405112,0.0005693766,0.0001944424,0.982736,0.004834326,0.00005684764,0.0007864282],"genre_scores_gemma":[0.0008917672,0.005814387,0.003085431,0.0003315411,0.00002909342,0.9885638,0.0008686211,0.00000696635,0.0004085112],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06393558,"threshold_uncertainty_score":0.3381277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009553799184652443,"score_gpt":0.3557290939536827,"score_spread":0.3461752947690303,"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."}}