{"id":"W4404546523","doi":"10.30683/1927-7229.2024.13.04","title":"Assessment of Quality of Life in Head and Neck Cancer Patients before and after Radiation Therapy- A Prospective, Analytical Questionnaire-Based Study from a Tertiary Cancer Centre","year":2024,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head and neck cancer; Mucositis; Quality of life (healthcare); Radiation therapy; Cancer; Prospective cohort study; Swallowing; Incidence (geometry); Physical therapy; Mann–Whitney U test; Stage (stratigraphy); Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004242299,0.0001273789,0.0009619723,0.0002083975,0.00001571879,0.000007729198,0.00003505815,0.00009628773,0.00007333051],"category_scores_gemma":[0.0002077046,0.00008592747,0.0000987502,0.0002259377,0.0001601715,0.00007738404,0.00002546426,0.0003031573,1.064784e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004399705,"about_ca_system_score_gemma":0.0009475342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163141,"about_ca_topic_score_gemma":0.00392445,"domain_scores_codex":[0.9982495,0.0001969944,0.0008704535,0.0002014133,0.0003342983,0.0001473742],"domain_scores_gemma":[0.9989692,0.0002151696,0.0002277701,0.00007547833,0.0003478601,0.0001645023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001817426,0.001863323,0.9834529,0.0001710447,0.0005985493,0.00004921197,0.001224059,0.00001235954,0.00003138239,0.00004620564,0.00007769009,0.01065588],"study_design_scores_gemma":[0.006351194,0.004328573,0.9835671,0.0006899651,0.0003194069,0.000001100433,0.0002076731,0.004290638,0.00001189788,0.00007860476,0.00008844315,0.00006535935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990018,0.004245488,0.0000219124,0.005176515,0.0001331009,0.0003246269,0.00003045463,0.000003719938,0.00004618969],"genre_scores_gemma":[0.9986335,0.0006224288,0.00009906053,0.0004749106,0.000131452,0.00001618291,0.000001392459,0.000008939625,0.00001212297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059052,"threshold_uncertainty_score":0.350402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392236359034427,"score_gpt":0.4057038286272112,"score_spread":0.3817814650368669,"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."}}