{"id":"W2970333263","doi":"10.5770/cgj.22.374","title":"Effect of Hearing Ability and Mild Behavioural Impairment on MoCA and Memory Index Scores","year":2019,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lethbridge College; Covenant Health; Alberta Health Services; Chinook Regional Hospital; Foothills Medical Centre; University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Dementia; Apathy; Audiology; Hearing loss; Cognitive impairment; Cognition; Gerontology; Psychiatry; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008167906,0.000101753,0.0001708259,0.0002620911,0.0001646269,0.00008120159,0.00007750682,0.000069402,0.00002674751],"category_scores_gemma":[0.0003309177,0.00008196603,0.00004504075,0.0001400003,0.00008437085,0.0001097859,0.00002268622,0.0002704413,0.000003268531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770763,"about_ca_system_score_gemma":0.0001905022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006513334,"about_ca_topic_score_gemma":0.0005177031,"domain_scores_codex":[0.9989531,0.0001838863,0.0002102095,0.0002061518,0.0001908155,0.0002558135],"domain_scores_gemma":[0.9990293,0.000306905,0.00007971952,0.0001301903,0.00003022079,0.0004236212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001024754,0.00002302031,0.9526279,0.0001525336,0.000003883507,0.00002328183,0.0006390356,0.0001569856,0.02959278,0.00005859511,0.00007222319,0.01654732],"study_design_scores_gemma":[0.0007353217,0.001153038,0.991746,0.00004044388,0.00001008247,0.00009495341,0.00003654684,0.0003843836,0.005573647,0.00009997581,0.0000237207,0.0001018541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998858,0.00009721368,0.000002480176,0.0002433165,0.0003809827,0.0002636605,0.000008647395,0.000005385004,0.000140256],"genre_scores_gemma":[0.9997564,0.00003025596,0.00002736783,0.0000993824,0.00004694721,0.00000207896,2.374613e-7,0.000009481171,0.0000278278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03911816,"threshold_uncertainty_score":0.9846256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747993785533213,"score_gpt":0.2588405952255279,"score_spread":0.2413606573701958,"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."}}