{"id":"W2033297302","doi":"10.1007/s00405-011-1756-y","title":"An exploratory study of the influence of clinico-demographic variables on swallowing and swallowing-related quality of life in a cohort of oral and oropharyngeal cancer patients treated with primary surgery","year":2011,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"Cancer Research UK; Royal Marsden NHS Foundation Trust","keywords":"Medicine; Swallowing; Quality of life (healthcare); Dysphagia; Mann–Whitney U test; Internal medicine; Cohort; Statistical significance; Surgery; Physical therapy; Gastroenterology","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":[],"consensus_categories":[],"category_scores_codex":[0.001825463,0.0002468958,0.00118221,0.0004183581,0.00008956615,0.000001677761,0.0003520076,0.0000668338,0.00002287328],"category_scores_gemma":[0.0002200963,0.0001784855,0.00008404265,0.0003568513,0.0004872721,0.000193124,0.0003979951,0.0003617655,4.273672e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001388923,"about_ca_system_score_gemma":0.0001787286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004581837,"about_ca_topic_score_gemma":0.001241255,"domain_scores_codex":[0.992651,0.004554289,0.001777106,0.0004274644,0.0002860395,0.0003040566],"domain_scores_gemma":[0.996787,0.0009886386,0.001458797,0.0005422083,0.0001168958,0.0001065372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001834856,0.002084813,0.9747155,0.0007058262,0.0005258931,0.000006343625,0.01487742,0.00004290028,0.00481389,0.0001537394,0.00001103282,0.0002277575],"study_design_scores_gemma":[0.003118394,0.001649603,0.9925172,0.0005915232,0.0001846915,1.086589e-7,0.001571564,0.00002077705,0.0001631208,0.00003735713,0.000002972803,0.0001427239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996136,0.00009082153,0.000004890377,0.00001144221,0.00007956133,0.00152642,0.00003570673,0.00001485171,0.002100375],"genre_scores_gemma":[0.9994107,0.0002015493,0.0001519865,0.0001073734,0.000004966811,0.00004496398,0.00001901435,0.00003655405,0.00002286014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01780163,"threshold_uncertainty_score":0.7278429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04946755179181832,"score_gpt":0.3288087559249397,"score_spread":0.2793412041331214,"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."}}