{"id":"W2025240927","doi":"10.1007/s00455-004-0006-5","title":"Influence of Bolus Consistency on Lingual Behaviors in Sequential Swallowing","year":2004,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Swallowing; Medicine; Bolus (digestion); Dysphagia; Tongue; Audiology; Anatomy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005554822,0.0001821753,0.0003128013,0.0002262793,0.000200386,0.00000700389,0.0002363003,0.0001563524,0.0002101924],"category_scores_gemma":[0.0001224678,0.0001792642,0.00006908639,0.0003113767,0.00007272747,0.0001675744,0.0001456667,0.0005231407,0.0002815221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882359,"about_ca_system_score_gemma":0.0004131922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119455,"about_ca_topic_score_gemma":0.0003512857,"domain_scores_codex":[0.997943,0.0001423394,0.0007210639,0.0003099744,0.0003627079,0.0005208582],"domain_scores_gemma":[0.9991273,0.0001153497,0.0002274089,0.0003371388,0.00009456064,0.00009826777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005762004,0.002171244,0.7336287,0.001141958,0.0003540679,0.001049867,0.02160477,0.03816246,0.02375565,0.169817,0.00178242,0.005955628],"study_design_scores_gemma":[0.009301667,0.0005572416,0.9685705,0.001521633,0.0001942021,0.000002482802,0.003638285,0.00004604773,0.006087991,0.003528507,0.005862906,0.0006885487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817914,0.00005797568,0.00005204052,0.000295679,0.00068041,0.0007660447,0.000008086348,0.00007658741,0.01627178],"genre_scores_gemma":[0.9974093,0.00002104179,0.0005087868,0.0008693728,0.00006014656,0.0000864078,0.00001563397,0.00002438025,0.001004947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2349417,"threshold_uncertainty_score":0.731018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310974187196733,"score_gpt":0.4021465860069038,"score_spread":0.3690368441349364,"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."}}