{"id":"W3049259193","doi":"10.1002/lio2.435","title":"The Functional & Quality of Life Outcomes of Total Glossectomy with Laryngeal Preservation","year":2020,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"","keywords":"Swallowing; Medicine; Quality of life (healthcare); Glossectomy; Dysphagia; Tongue; Surgery; Prospective cohort study; Laryngectomy; Head and neck cancer; Larynx; Radiation therapy","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":[0.0007097184,0.0001300245,0.0001818757,0.0004297734,0.0002204854,0.000506705,0.0001764399,0.0001675252,0.001903363],"category_scores_gemma":[0.00252965,0.00004639916,0.0004096536,0.0004001407,0.00024199,0.0004005477,0.000489925,0.0002719699,0.0001641767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936311,"about_ca_system_score_gemma":0.0003854162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008834283,"about_ca_topic_score_gemma":0.001418792,"domain_scores_codex":[0.999665,0.00007797554,0.00004448517,0.00003521746,0.0001159284,0.00006133399],"domain_scores_gemma":[0.9988323,0.0002220533,0.0005860628,0.00003018527,0.0001005879,0.0002288535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007334658,0.0001672388,0.9785063,0.0001083795,0.0001823199,0.0001527592,0.0001154059,0.0001854061,0.0003727358,0.00002673258,0.0002964587,0.01915282],"study_design_scores_gemma":[0.00002886158,0.0007195335,0.9977149,0.00003416085,0.00007315018,0.0005810872,0.0002323516,0.0001680548,0.0001290821,0.0000390508,0.0002747322,0.00000500226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981699,0.0006366822,0.00004829076,0.00006872159,0.000005615152,0.000008545663,0.0002939991,0.000001987372,0.0007661572],"genre_scores_gemma":[0.999521,0.0001083709,0.00003569421,0.0000129456,0.000004880024,0.000006034554,0.0002442211,5.402403e-7,0.00006638734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903363,"threshold_uncertainty_score":0.006367385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323658859202197,"score_gpt":0.384395736176916,"score_spread":0.2520298502566963,"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."}}