{"id":"W2119763241","doi":"10.1109/iembs.2006.259354","title":"Analysis of Temporal Pattern of Swallowing Mechanism","year":2006,"lang":"en","type":"article","venue":"","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Swallowing; Electromyography; Contraction (grammar); Computer science; Medicine; Speech recognition; Physical medicine and rehabilitation; Surgery","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":[0.00008035057,0.00005025443,0.0002778171,0.0002141672,0.000007202721,0.000001318571,0.00003470387,0.00003544224,0.0005821607],"category_scores_gemma":[0.000006404736,0.00003934838,0.0001905583,0.000364737,0.00001378133,0.00002393104,0.0000104675,0.00003012032,0.000004250862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005937906,"about_ca_system_score_gemma":0.00001551083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004092391,"about_ca_topic_score_gemma":0.0007207057,"domain_scores_codex":[0.999446,0.000007044111,0.0002164319,0.00008392744,0.0001670883,0.00007948576],"domain_scores_gemma":[0.9997159,0.0000127163,0.00005360858,0.0001504285,0.0000466372,0.00002070053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001655135,0.0002428972,0.955152,0.00006532527,0.00085569,0.000009615526,0.0001335702,0.00004158442,0.03934876,0.0009852267,0.0004110072,0.002737824],"study_design_scores_gemma":[0.002712693,0.0004427067,0.7496498,0.00008378625,0.006340763,0.000003089102,0.002286061,0.01018388,0.226149,0.001296134,0.0005870367,0.00026498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774039,0.0000335728,0.008901577,0.0002514906,0.00001530065,0.00005868738,0.000002984753,0.00001547102,0.01331705],"genre_scores_gemma":[0.9976626,0.000003455162,0.0005993312,0.000155888,0.0000122579,9.274594e-7,0.00003333143,0.000004829219,0.001527369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055021,"threshold_uncertainty_score":0.6374252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013028192573757,"score_gpt":0.2562996785905185,"score_spread":0.2461693966647809,"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."}}