{"id":"W2507598396","doi":"10.1007/s00455-016-9742-6","title":"Electromyography and Mechanomyography Signals During Swallowing in Healthy Adults and Head and Neck Cancer Survivors","year":2016,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Health Solutions; Alberta Cancer Foundation","keywords":"Medicine; Swallowing; Head and neck cancer; Otorhinolaryngology; Electromyography; Physical medicine and rehabilitation; Physical therapy; Cancer; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005855393,0.0002853135,0.0004084331,0.0004905204,0.0004613703,0.00002568801,0.0001055173,0.0001584496,0.0001253438],"category_scores_gemma":[0.00002712314,0.0002195079,0.00004256585,0.0004468781,0.00008509913,0.0003519634,0.0001996889,0.0003102639,0.000004843502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007558136,"about_ca_system_score_gemma":0.00006626821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473524,"about_ca_topic_score_gemma":0.006907695,"domain_scores_codex":[0.9975011,0.000261094,0.0005134675,0.0006201916,0.0002263817,0.0008777475],"domain_scores_gemma":[0.9990052,0.0002725051,0.0001688669,0.0002207317,0.00005390923,0.0002788012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006707731,0.00005594839,0.9786991,0.0006504448,0.0001262168,0.00001969508,0.001273575,2.925489e-7,0.002088163,0.001825192,0.0001858544,0.01440468],"study_design_scores_gemma":[0.006228662,0.0003823698,0.9862524,0.001089803,0.00004946805,0.000001851707,0.0008139479,0.00003773108,0.0001318042,0.001144021,0.003480304,0.0003875999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911203,0.003856624,0.0001220221,0.00255372,0.0003424074,0.00112282,0.00001890291,0.0001026647,0.0007605367],"genre_scores_gemma":[0.9913306,0.006609779,0.000355772,0.0008589907,0.00007711416,0.0003864774,0.000004045614,0.00003863199,0.0003385666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401708,"threshold_uncertainty_score":0.8951273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162801368894065,"score_gpt":0.340466360637328,"score_spread":0.3241862237479216,"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."}}