{"id":"W4399226166","doi":"10.1590/2317-1782/20242022319en","title":"Swallowing performance of elderly people and sociodemographic, cognitive and language factors","year":2024,"lang":"en","type":"article","venue":"CoDAS","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dysphagia; Cognition; Logistic regression; Medicine; Mini–Mental State Examination; Gerontology; Risk factor; Psychology; Physical therapy; Clinical psychology; Cognitive impairment; Psychiatry; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004332623,0.0002362658,0.0002904177,0.0008805702,0.0002716439,0.0003176917,0.0001057641,0.0002751033,0.001182465],"category_scores_gemma":[0.001601347,0.0001105265,0.000282484,0.0005769727,0.0001684098,0.0002958414,0.0002214075,0.0001942543,0.0002489637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385722,"about_ca_system_score_gemma":0.0001689615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002415407,"about_ca_topic_score_gemma":0.00300014,"domain_scores_codex":[0.999806,0.00003934809,0.00003535826,0.00003354805,0.00005274257,0.00003299702],"domain_scores_gemma":[0.9995229,0.00007608509,0.0001997867,0.00002951441,0.00008251589,0.00008912467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004633816,0.0000372032,0.9987324,0.00001041681,0.000025722,0.00005477311,0.00003794333,0.00001120371,0.0001537508,0.000004220934,0.00002340612,0.0008625393],"study_design_scores_gemma":[0.000001022896,0.00008557304,0.999575,0.000002898636,0.000009070501,0.0001628278,0.0000730397,0.00002695676,0.0000217027,0.000007048151,0.00003380697,0.00000105527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992236,0.0002687944,0.00003439623,0.00001702128,0.000003378424,0.000004078194,0.0001715836,0.000001534146,0.0002756264],"genre_scores_gemma":[0.9996065,0.0001047148,0.00004323759,0.00001080131,0.000005147543,0.000003608695,0.000141996,4.652517e-7,0.00008350614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002415407,"threshold_uncertainty_score":0.004802704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591498570423158,"score_gpt":0.3763599962893207,"score_spread":0.3504450105850891,"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."}}