{"id":"W4413692094","doi":"10.1111/1460-6984.70119","title":"The Influence of Physical Exercise on Head and Neck Structures and Functions Related to Swallowing: A Scoping Review Protocol","year":2025,"lang":"en","type":"review","venue":"International Journal of Language & Communication Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McMaster University; Dalhousie University; Hamilton Health Sciences","funders":"McMaster Institute for Research on Aging, McMaster University; Canadian Frailty Network; McMaster University","keywords":"Swallowing; Dysphagia; CINAHL; Physical therapy; Medicine; Physical medicine and rehabilitation; MEDLINE; Rehabilitation; Psychological intervention; Aspiration pneumonia; Intervention (counseling); Protocol (science); Psychology; Alternative medicine; Pneumonia; Surgery; Pathology; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0595765,0.004574544,0.01409921,0.01532832,0.004928779,0.007349885,0.005249849,0.007115305,0.0643034],"category_scores_gemma":[0.053912,0.005389501,0.01180795,0.01148994,0.004609279,0.006660355,0.00600004,0.004688486,0.01070236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01300094,"about_ca_system_score_gemma":0.06622419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006580981,"about_ca_topic_score_gemma":0.01663571,"domain_scores_codex":[0.9811561,0.005372588,0.007755929,0.00182415,0.00267193,0.001219365],"domain_scores_gemma":[0.9687465,0.01010964,0.005211075,0.001988367,0.01245387,0.001490501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005275089,0.0005897672,0.001090206,0.9049655,0.001335652,0.00108141,0.004704191,0.0009337633,0.002187203,0.003578675,0.02010241,0.05415604],"study_design_scores_gemma":[0.01657081,0.002994723,0.009447462,0.670738,0.008480248,0.001145271,0.006599645,0.0009565843,0.002644302,0.005177034,0.2747578,0.0004881028],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005964541,0.002112669,0.00077491,0.0002099666,0.0001235663,0.9930359,0.002453775,0.00004713715,0.0006455678],"genre_scores_gemma":[0.000467074,0.002156953,0.002549146,0.0001301706,0.00001905769,0.9938206,0.0005037208,0.000006423827,0.0003469456],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0643034,"threshold_uncertainty_score":0.3150744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168030099898883,"score_gpt":0.5074157508313429,"score_spread":0.4757354498323541,"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."}}