{"id":"W4308592415","doi":"10.1186/s40463-022-00593-7","title":"Longitudinal functional outcomes and late effects of radiation following treatment of nasopharyngeal carcinoma: Secondary analysis of a prospective cohort study","year":2022,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"University of Manitoba","keywords":"Nasopharyngeal carcinoma; Medicine; Prospective cohort study; Radiation therapy; Oncology; Cohort study; Cohort; Longitudinal study; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002569248,0.0003418152,0.0004495157,0.0007562952,0.0004431906,0.0006672353,0.0004217699,0.0003351357,0.0007948428],"category_scores_gemma":[0.003413225,0.0002904949,0.001074147,0.001059923,0.0002401082,0.0004053071,0.0005765796,0.0006540019,0.000170019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004070633,"about_ca_system_score_gemma":0.0009575789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006061655,"about_ca_topic_score_gemma":0.006599584,"domain_scores_codex":[0.9991031,0.000312718,0.00009692969,0.0002057769,0.0001301583,0.0001513547],"domain_scores_gemma":[0.9964276,0.0005196521,0.001584754,0.0005387714,0.0004335147,0.0004956687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015902,0.00004671787,0.9989136,0.000006726843,0.0001113035,0.00002723086,0.00003190497,0.00002589869,0.000107577,0.000006225812,0.00003775708,0.0003834471],"study_design_scores_gemma":[0.00001696495,0.0004027194,0.9990295,0.000003985441,0.0000816531,0.00007994681,0.00008462108,0.0001247465,0.00006263528,0.000008984732,0.0001007372,0.000003477792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990823,0.0001094052,0.0001266016,0.00001126701,0.000004567076,0.00002137795,0.00055423,0.000002484938,0.00008778593],"genre_scores_gemma":[0.9986517,0.00006219304,0.0001036148,0.0000116759,0.000007788724,0.00003250279,0.001042479,0.000001927131,0.00008617186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006061655,"threshold_uncertainty_score":0.01358759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850365430483186,"score_gpt":0.2821748605940431,"score_spread":0.2636712062892113,"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."}}