{"id":"W4283261541","doi":"10.1044/2022_jslhr-21-00586","title":"Profiles of Swallowing Impairment in a Cohort of Patients With Reduced Tongue Strength Within 3 Months of Cerebral Ischemic Stroke","year":2022,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network; St. Michael's Hospital","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging","keywords":"Swallowing; Medicine; Dysphagia; Tongue; Cohort; Interquartile range; Stroke (engine); Airway; Physical therapy; Isometric exercise; Physical medicine and rehabilitation; Anesthesia; Surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003275815,0.0003028036,0.0005176574,0.0007574593,0.0006302311,0.0004995422,0.0002642998,0.0004158552,0.001041462],"category_scores_gemma":[0.001690631,0.0001495561,0.0003463439,0.0004895813,0.0002238518,0.0004310259,0.0005300979,0.0004178527,0.0002922818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458957,"about_ca_system_score_gemma":0.0002430177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321745,"about_ca_topic_score_gemma":0.00298785,"domain_scores_codex":[0.9997631,0.00002717029,0.0000342686,0.0000627013,0.00005294213,0.00005978528],"domain_scores_gemma":[0.9993213,0.0000571145,0.0003199066,0.00003936891,0.0001004973,0.0001618088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002659525,0.00004703845,0.9968779,0.000006415995,0.00002122135,0.0003839069,0.0001925425,0.00002360158,0.0006122279,0.000007022005,0.0000536948,0.001508466],"study_design_scores_gemma":[0.000003402835,0.0003042014,0.9984998,0.000003430561,0.00000933411,0.0007341671,0.0002572293,0.00005636795,0.00005451456,0.00001097377,0.00006309005,0.000003586696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999702,0.0000452901,0.00003032069,0.000009823241,0.000001940254,0.000007002227,0.00005996658,0.000001686176,0.0001418868],"genre_scores_gemma":[0.9995956,0.00003984953,0.00004877236,0.00001288416,0.000005983107,0.00001092875,0.0002043726,0.000001045137,0.00008063472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002321745,"threshold_uncertainty_score":0.004616439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448411407556798,"score_gpt":0.3964491781530409,"score_spread":0.3619650640774729,"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."}}