{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001906302,0.0001306189,0.0002715501,0.0001055216,0.0002527592,0.000005541601,0.0006919306,0.00006311851,0.001194687],"category_scores_gemma":[0.0002267654,0.00006075668,0.00008085462,0.00007875691,0.00005177949,0.0005546955,0.0003498139,0.0003126021,0.0003729148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578146,"about_ca_system_score_gemma":0.000108854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003441225,"about_ca_topic_score_gemma":0.00002283574,"domain_scores_codex":[0.9978037,0.0008509878,0.0004897908,0.0001354865,0.0003026935,0.0004173465],"domain_scores_gemma":[0.9981557,0.0006025127,0.0005875866,0.0003338327,0.0001711994,0.0001491914],"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":[0.0009046937,0.00008800856,0.01024621,0.00004329465,0.000205313,0.000007145489,0.002288775,0.00001448572,0.9447114,0.001146918,0.02879671,0.01154698],"study_design_scores_gemma":[0.00589207,0.005549994,0.8205326,0.009380415,0.0005249656,0.00002888831,0.01108587,0.00009205219,0.03210963,0.01152358,0.1024878,0.0007921293],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810445,0.0001349435,0.006539613,0.009015518,0.001644797,0.0002990692,9.821272e-7,0.00001652345,0.001304032],"genre_scores_gemma":[0.9908586,0.0002761917,0.0005742674,0.002851312,0.0006645677,0.000009907248,2.481096e-7,0.00001604749,0.004748918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9126018,"threshold_uncertainty_score":0.9997184,"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."}}