{"id":"W2136048466","doi":"10.1016/j.apmr.2006.04.019","title":"An Analysis of Lingual Contribution to Submental Surface Electromyographic Measures and Pharyngeal Pressure During Effortful Swallow","year":2006,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":133,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Swallowing; Electromyography; Tongue; Pharynx; Medicine; Pharyngeal muscles; Physical medicine and rehabilitation; Orthodontics; Anatomy; Dentistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003101918,0.0001075672,0.0004165888,0.0003517635,0.0001346941,0.000002219011,0.00005542485,0.00002988998,0.000007347927],"category_scores_gemma":[0.00012915,0.00008236695,0.00007504615,0.000366858,0.0002192665,0.00009623654,0.00003533499,0.0001122214,1.514908e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009341912,"about_ca_system_score_gemma":0.00001599891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005817175,"about_ca_topic_score_gemma":0.0001636953,"domain_scores_codex":[0.998706,0.0002567495,0.0003740806,0.0002312987,0.0002383806,0.0001935162],"domain_scores_gemma":[0.9983881,0.00115586,0.0001648793,0.0001315871,0.00007511433,0.00008446712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004394094,0.0004677134,0.6050396,0.0008337042,0.0006858629,5.418816e-7,0.01759545,0.0006633202,0.3532485,0.01636503,0.00003686252,0.004624034],"study_design_scores_gemma":[0.001186801,0.001578601,0.9867402,0.0001647796,0.000735282,4.683286e-8,0.002447849,0.003726237,0.0008030817,0.002359557,0.0001787224,0.00007878558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974586,0.0002410155,0.0005916652,0.0006927606,0.00003196584,0.0006631481,0.00001658558,0.0000197038,0.0002845275],"genre_scores_gemma":[0.9990844,0.00002666662,0.0006112599,0.0000248101,0.00009732336,0.00002489393,0.00007143299,0.000006622366,0.00005266093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3817007,"threshold_uncertainty_score":0.3358827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007681223462158084,"score_gpt":0.3474673508934973,"score_spread":0.3397861274313392,"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."}}