{"id":"W4285310995","doi":"10.1590/2317-1782/20212020214","title":"Fatores associados a fragilidade em pacientes com doenças neurodegenerativas","year":2022,"lang":"pt","type":"article","venue":"CoDAS","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Montreal Cognitive Assessment; Oropharyngeal dysphagia; Poisson regression; Swallowing; Cognition; Medical record; Internal medicine; Disease; Dementia; Physical therapy; Psychiatry; Population; 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":[0.0004685435,0.0002933963,0.0003824184,0.001000624,0.0003796539,0.0004726318,0.0002050259,0.0003560708,0.001991065],"category_scores_gemma":[0.003300684,0.0001641855,0.00049912,0.0009368561,0.0002184557,0.0002599962,0.0003135737,0.0004150987,0.0001599475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002657074,"about_ca_system_score_gemma":0.0002826578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006823693,"about_ca_topic_score_gemma":0.008934614,"domain_scores_codex":[0.9997694,0.000050136,0.00003092082,0.00004455895,0.00005356735,0.00005160013],"domain_scores_gemma":[0.9988025,0.0002036785,0.000762658,0.0000403196,0.0000969621,0.00009393408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004674539,0.00001821022,0.997532,0.00003064916,0.00003338599,0.0001046792,0.00005313694,0.0000137221,0.00008198824,0.00001143024,0.00005939551,0.002014738],"study_design_scores_gemma":[0.000003624904,0.0000904456,0.9986111,0.00004797157,0.00004460692,0.0006683982,0.0001647785,0.0001015168,0.00003613743,0.00003286991,0.0001951381,0.000003397529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957647,0.002582882,0.00006473054,0.0001204413,0.00001252076,0.00001235167,0.00049371,0.000005092752,0.0009436268],"genre_scores_gemma":[0.9988905,0.0006906074,0.00007924013,0.00002678884,0.00001318683,0.000005503141,0.000200297,9.616306e-7,0.00009283824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006823693,"threshold_uncertainty_score":0.01356792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049943992925463,"score_gpt":0.3755597882657033,"score_spread":0.3250603483364486,"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."}}