{"id":"W2208646740","doi":"10.1016/j.clnesp.2015.03.061","title":"Prophylactic gastrostomy for head & neck cancer: 5 year experience from a tertiary referral centre","year":2015,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Gastrostomy; Head and neck cancer; Surgery; Feeding tube; Radiation therapy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005262088,0.0001636516,0.0003483401,0.00004631265,0.0002261409,0.00002574348,0.0002617289,0.0001953933,0.0009951473],"category_scores_gemma":[0.0003757993,0.0001466111,0.0001298289,0.0001082152,0.0001024017,0.0002673481,0.0001679412,0.0004161488,0.0007904324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999927,"about_ca_system_score_gemma":0.0002230743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002853337,"about_ca_topic_score_gemma":0.0004699809,"domain_scores_codex":[0.9976017,0.0003679691,0.0007991017,0.0004727625,0.0002701439,0.0004883613],"domain_scores_gemma":[0.9983023,0.0004268981,0.0002702256,0.0003961427,0.0002324353,0.0003720204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002329426,0.001687844,0.3640499,0.0004084863,0.00008993885,0.000009517853,0.00275127,0.000002539717,0.0002246338,0.0009794668,0.623194,0.004272918],"study_design_scores_gemma":[0.0111772,0.000272059,0.03771175,0.0003816323,0.00009083978,1.892213e-7,0.004784437,0.0001306425,0.00003389948,0.003878051,0.9412698,0.0002694791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739006,0.0001892395,0.001686241,0.0142249,0.003131638,0.003707023,0.0001703446,0.0002012787,0.00278878],"genre_scores_gemma":[0.9673437,0.000122878,0.01543417,0.004267175,0.002122101,0.001691124,0.000426874,0.0000431668,0.008548779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3263382,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2833312375130606,"score_gpt":0.5436271895933786,"score_spread":0.2602959520803181,"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."}}