{"id":"W7132915154","doi":"","title":"Optimizing Measurement of Patient-Reported Outcomes for Dysphagia in People with Head and Neck Cancer and Understanding the Experience with Swallowing Interventions during Cancer Treatment","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Dysphagia; Swallowing; Delphi method; Head and neck cancer; Psychological intervention; Oropharyngeal dysphagia; MEDLINE; Patient-reported outcome","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":[0.153348,0.0004192435,0.001770172,0.002553233,0.001019461,0.003825997,0.001120135,0.001117993,0.001419837],"category_scores_gemma":[0.2377075,0.0003851804,0.003635344,0.002983762,0.001718062,0.003827471,0.003891204,0.002185784,0.0002536149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002988812,"about_ca_system_score_gemma":0.009967883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860143,"about_ca_topic_score_gemma":0.002628118,"domain_scores_codex":[0.8366531,0.127295,0.0185311,0.002401809,0.0127792,0.002339891],"domain_scores_gemma":[0.8349314,0.1123292,0.0278274,0.003950292,0.01912811,0.001833574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00144913,0.001156813,0.3580851,0.02049098,0.002038242,0.0001919309,0.05578869,0.001522665,0.001309361,0.00555319,0.005336795,0.5470771],"study_design_scores_gemma":[0.0008456523,0.009212836,0.8248196,0.03745733,0.003054122,0.0007469592,0.06707731,0.004738937,0.00430206,0.01144194,0.03579086,0.0005122967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251612,0.01958291,0.01677644,0.0161362,0.0004273936,0.006376234,0.001644031,0.00005432298,0.01384127],"genre_scores_gemma":[0.9631437,0.008472306,0.01943173,0.001606705,0.0001028691,0.00633694,0.0005851628,0.00001284045,0.0003078678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153348,"threshold_uncertainty_score":0.8109915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174357689344058,"score_gpt":0.4510255902423962,"score_spread":0.3335898213079904,"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."}}