{"id":"W2751783656","doi":"10.1186/s40463-017-0234-y","title":"Functional and quality of life outcomes after partial glossectomy: A multi-institutional longitudinal study of the head and neck research network","year":2017,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; University of Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"Alberta Cancer Foundation","keywords":"Glossectomy; Head and neck; Quality of life (healthcare); Longitudinal study; Head (geology); Physical medicine and rehabilitation; Quality (philosophy); Medicine; Tongue; Surgery; Biology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005208632,0.0001765754,0.0009004225,0.0001736591,0.001457335,0.00002858269,0.0001755038,0.000164365,0.00009826745],"category_scores_gemma":[0.0009550554,0.000110178,0.0001388963,0.0001072963,0.000623034,0.0003408217,0.0005404582,0.0007944537,0.000001724839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003924981,"about_ca_system_score_gemma":0.0004781828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006013435,"about_ca_topic_score_gemma":0.001902151,"domain_scores_codex":[0.9963219,0.00124599,0.001189121,0.0002454789,0.0005405476,0.0004569897],"domain_scores_gemma":[0.996345,0.001653823,0.001065007,0.0003430021,0.0003998587,0.0001932805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001572632,0.0006155444,0.9943711,0.0002750555,0.0003785844,0.00003458266,0.0003769466,0.000005085722,0.00002662138,0.0007318154,0.001502424,0.0001096286],"study_design_scores_gemma":[0.003116384,0.0002662941,0.9950355,0.0003180338,0.0000739907,0.00001285211,0.0002629537,0.00002612806,0.000002597076,0.0001728289,0.0006190037,0.00009348773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952548,0.0008577268,0.00005657191,0.001858679,0.001296137,0.0005528924,0.000008944683,0.000004821218,0.0001094073],"genre_scores_gemma":[0.9987854,0.0002340708,0.0001451843,0.0002253604,0.0003526101,0.00003600809,0.000001410423,0.000009926107,0.0002099784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004253577,"threshold_uncertainty_score":0.9998426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2363777118204152,"score_gpt":0.4653981203305949,"score_spread":0.2290204085101797,"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."}}