{"id":"W1999604271","doi":"10.1016/j.prro.2015.05.007","title":"Impact of feeding tubes on prospective functional outcomes in patients with locally advanced head and neck cancer undergoing radiation therapy","year":2015,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Head and neck cancer; Swallowing; Radiation therapy; Odds ratio; Prospective cohort study; Feeding tube; Cancer; Surgery; Confidence interval; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468539,0.0001382644,0.0003508548,0.0001613232,0.00004244144,0.0000147501,0.00003360447,0.0001381758,0.00003297819],"category_scores_gemma":[0.00163652,0.0001078005,0.00004935278,0.0001577998,0.000103101,0.00034051,0.00001279279,0.0002826072,0.000003371212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000819736,"about_ca_system_score_gemma":0.0001202276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008512846,"about_ca_topic_score_gemma":0.0002177394,"domain_scores_codex":[0.9986556,0.0002452352,0.0003732578,0.0002747959,0.0002269052,0.0002242327],"domain_scores_gemma":[0.9979606,0.001415889,0.0002033396,0.00008355665,0.0001950967,0.0001415059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02005406,0.001412657,0.9503354,0.000004500919,0.00006038041,0.000001293795,0.0001937663,0.001056382,0.00003682515,0.0000992901,0.0003787504,0.02636669],"study_design_scores_gemma":[0.02098727,0.01272548,0.9647657,0.00002522432,0.00001595716,0.000002570685,0.00004612185,0.0006274836,0.00003636491,0.0003918201,0.000291434,0.00008454668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979979,0.00004678477,0.0001720414,0.01880698,0.0003972858,0.000476202,0.00001191379,0.00002282653,0.00008695219],"genre_scores_gemma":[0.9968352,0.00006776905,0.0005187531,0.002406435,0.00007905754,0.00004947121,0.0000261254,0.00001458494,0.000002579805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02628214,"threshold_uncertainty_score":0.4395978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246567529649764,"score_gpt":0.405457757819923,"score_spread":0.3629920825234254,"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."}}