{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817613,0.0002028829,0.000191007,0.001169843,0.00008760511,0.0002337065,0.0001575315,0.000231976,0.0009963429],"category_scores_gemma":[0.0009430975,0.00009716478,0.0002059169,0.0003598876,0.0001101281,0.0003359429,0.00016353,0.0001098838,0.0002373305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007879669,"about_ca_system_score_gemma":0.0000920188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003296281,"about_ca_topic_score_gemma":0.0004456592,"domain_scores_codex":[0.9998819,0.00002212029,0.000009880974,0.00002601617,0.00004987405,0.00001021126],"domain_scores_gemma":[0.999705,0.0001094169,0.00005207131,0.00003113658,0.00008295578,0.00001936124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004782699,0.0000393213,0.02989263,0.0004258458,0.00008828027,0.00049261,0.0002556546,0.001793562,0.5526168,0.0009944317,0.0005221983,0.4124004],"study_design_scores_gemma":[0.00008261113,0.001288598,0.6297582,0.0001387785,0.0003363271,0.01136849,0.0005540991,0.1359411,0.2056777,0.002952205,0.01176574,0.0001362187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5530844,0.00179364,0.4407608,0.00007283577,0.00005870876,0.0001326143,0.0005162584,0.0003805672,0.003200251],"genre_scores_gemma":[0.8756335,0.0009395183,0.1212154,0.00002810627,0.00005887723,0.00009812148,0.0003817456,0.00004689127,0.001597784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001169843,"threshold_uncertainty_score":0.003333151,"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."}}