{"id":"W2556923432","doi":"10.1113/jp272368","title":"Evidence that an internal schema adapts swallowing to upper airway requirements","year":2016,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Singapore General Hospital; American Speech-Language-Hearing Foundation","keywords":"Swallowing; Larynx; Epiglottis; Airway; Medicine; Tongue; Physical medicine and rehabilitation; Anatomy; Anesthesia; 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":[0.0005671173,0.0003717964,0.0001672178,0.0004020596,0.0002287685,0.0008443306,0.0002237786,0.0003789877,0.002673698],"category_scores_gemma":[0.002796051,0.0002367009,0.0003092277,0.0002404376,0.0006665889,0.0004672978,0.0005577076,0.0003079013,0.0004229366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442275,"about_ca_system_score_gemma":0.0002007408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008501124,"about_ca_topic_score_gemma":0.0006212276,"domain_scores_codex":[0.9997308,0.00005175135,0.00002376444,0.0001028497,0.00005771552,0.00003317261],"domain_scores_gemma":[0.9986314,0.0002015195,0.0005197857,0.0002929475,0.0002528486,0.0001014806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005164446,0.0005083399,0.5933342,0.0005211701,0.0004235419,0.0008457147,0.004317087,0.00274466,0.2399523,0.003999421,0.001406047,0.1514311],"study_design_scores_gemma":[0.00002469161,0.0004424013,0.9857367,0.00004208188,0.00006767964,0.0007694471,0.0005619729,0.003585867,0.006259174,0.001038149,0.001447288,0.00002459052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853349,0.000192978,0.006819183,0.00019203,0.00001772944,0.00004806582,0.0001698996,0.00008788798,0.007137401],"genre_scores_gemma":[0.9956072,0.00009272231,0.003462028,0.00006218774,0.00001098308,0.00002718873,0.0001693497,0.00001596979,0.0005522509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002673698,"threshold_uncertainty_score":0.008944392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663623761171769,"score_gpt":0.4547541426264309,"score_spread":0.288391766509254,"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."}}