{"id":"W4318753887","doi":"10.1111/jgs.18241","title":"Development and validation of the Montreal cognitive assessment for people with hearing impairment ( <scp>MoCA‐H</scp> )","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Manchester Biomedical Research Centre; European Commission; National Institute for Health and Care Research","keywords":"Montreal Cognitive Assessment; Medicine; Audiology; Cognitive impairment; Dementia; Hearing loss; Cognition; Gerontology; Psychiatry; Disease","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":[0.01977753,0.0007791403,0.0007915779,0.003321566,0.0007069942,0.001018489,0.001964325,0.0007879129,0.00109919],"category_scores_gemma":[0.04246291,0.0004579821,0.001438439,0.001514395,0.0006065369,0.001340331,0.002068382,0.001075118,0.0003993109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408788,"about_ca_system_score_gemma":0.004139409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02320861,"about_ca_topic_score_gemma":0.03117829,"domain_scores_codex":[0.9922339,0.002814383,0.001139014,0.0008152265,0.002766832,0.0002305759],"domain_scores_gemma":[0.9806763,0.004341363,0.002124483,0.001090876,0.01110734,0.0006596049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00129237,0.0008856411,0.7329208,0.0005006139,0.00108015,0.0001616293,0.001662373,0.00184117,0.002240726,0.001077426,0.008365421,0.2479717],"study_design_scores_gemma":[0.0002426154,0.00112362,0.9890528,0.0001885277,0.0001719871,0.000294204,0.0003092643,0.003454755,0.0009235489,0.0004696696,0.003708222,0.00006086112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540259,0.001843679,0.02455132,0.0004164717,0.0002745783,0.009027492,0.003871379,0.0003062891,0.005682851],"genre_scores_gemma":[0.9090284,0.0008287336,0.07341556,0.0002505019,0.00007606929,0.009028095,0.006163426,0.00007848474,0.001130798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02320861,"threshold_uncertainty_score":0.1045949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230559865798033,"score_gpt":0.2924123478151835,"score_spread":0.2701067491572032,"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."}}