{"id":"W2967003658","doi":"10.1016/j.jocn.2019.08.031","title":"Is the modified Mann Assessment of Swallowing Ability useful for assessing dysphagia in patients with mild to moderate dementia?","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Neuroscience","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea","keywords":"Swallowing; Dysphagia; Medicine; Clinical Dementia Rating; Dementia; Cognition; Montreal Cognitive Assessment; Physical therapy; Oropharyngeal dysphagia; Aspiration pneumonia; Mini–Mental State Examination; Rating scale; Internal medicine; Psychiatry; Pneumonia; Surgery; Psychology; Disease; Developmental psychology","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":[0.001631803,0.0005504046,0.001569531,0.001563334,0.0004687745,0.001200646,0.0008307782,0.001879054,0.001050375],"category_scores_gemma":[0.01266882,0.0003073677,0.001026761,0.001272489,0.0006437773,0.001917033,0.0004622981,0.0007546537,0.0005093436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005301481,"about_ca_system_score_gemma":0.0009424534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004520891,"about_ca_topic_score_gemma":0.01022832,"domain_scores_codex":[0.9992419,0.000148167,0.0002057786,0.00006738832,0.0002207316,0.0001159697],"domain_scores_gemma":[0.9970999,0.0009061789,0.0008183803,0.00006582612,0.0008247285,0.0002851345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008116241,0.0002110299,0.9583589,0.0002528226,0.0002465492,0.000727894,0.00012959,0.0001203408,0.0006194499,0.00008383055,0.001761734,0.03667625],"study_design_scores_gemma":[0.0001269943,0.0008842328,0.9907907,0.0003058673,0.0003217195,0.003004287,0.0008668581,0.001586865,0.0003658519,0.0002936133,0.001403634,0.00004929857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741327,0.01414555,0.0004044637,0.002913629,0.0004527711,0.00007197325,0.000532721,0.00002582211,0.007320493],"genre_scores_gemma":[0.9947372,0.003079607,0.000725967,0.0005052103,0.0002835132,0.00004125066,0.0003017501,0.000002422635,0.0003230327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004520891,"threshold_uncertainty_score":0.008989155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494358657949452,"score_gpt":0.5104723563245169,"score_spread":0.3610364905295718,"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."}}