{"id":"W4234971250","doi":"10.1016/j.ijrobp.2013.06.368","title":"Impact of Feeding Tubes on Prospective Functional Outcomes in Patients With Locally-Advanced Head-and-Neck Cancer Undergoing Radiation Therapy","year":2013,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Head and neck cancer; Radiation therapy; Head and neck; Cancer; Radiology; Surgery; Internal medicine","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":[0.0005034165,0.0002431809,0.0003638839,0.0003650213,0.0004671873,0.000881686,0.0003422099,0.0006447844,0.001621117],"category_scores_gemma":[0.004422791,0.0001346706,0.0009032785,0.0006265613,0.0004461552,0.0006140051,0.0005710233,0.0007782383,0.0001933827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164443,"about_ca_system_score_gemma":0.0005994188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004753715,"about_ca_topic_score_gemma":0.007676855,"domain_scores_codex":[0.9996532,0.00009383664,0.00004352658,0.00004069849,0.00006335979,0.0001053656],"domain_scores_gemma":[0.9978009,0.0005866716,0.0009212685,0.00006225544,0.0001776932,0.0004511722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004143979,0.00009651259,0.9971366,0.00001031519,0.0000603958,0.00007735829,0.00005658768,0.00006476472,0.0000730866,0.00001076038,0.00006275225,0.001936482],"study_design_scores_gemma":[0.00001050309,0.0005217344,0.9987363,0.000008651269,0.0000696543,0.0001171815,0.0002789389,0.0001163472,0.00003606133,0.0000231514,0.00007581328,0.000005587854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991273,0.0002316037,0.00001538519,0.00007085534,0.000008529259,0.000004116888,0.0001175506,0.000001006586,0.0004237116],"genre_scores_gemma":[0.9995401,0.0001118721,0.00001949373,0.00002891199,0.000008418298,0.000002926229,0.0001757977,8.12586e-7,0.0001117063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004753715,"threshold_uncertainty_score":0.009452105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585258607335754,"score_gpt":0.3982028784241805,"score_spread":0.372350292350823,"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."}}