{"id":"W2208646740","doi":"10.1016/j.clnesp.2015.03.061","title":"Prophylactic gastrostomy for head &amp; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004451023,0.0005121009,0.0003502946,0.0005454757,0.002313454,0.001136502,0.000791662,0.001386165,0.003083531],"category_scores_gemma":[0.001922709,0.0004885775,0.0004854428,0.0007097492,0.0005121349,0.0005347861,0.00123425,0.0007270631,0.000728355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607284,"about_ca_system_score_gemma":0.001722692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008352279,"about_ca_topic_score_gemma":0.0212566,"domain_scores_codex":[0.9994093,0.0001065994,0.00006591325,0.00006693903,0.00009052455,0.0002607128],"domain_scores_gemma":[0.9987673,0.0001740496,0.0001995951,0.00003220819,0.0001412587,0.000685803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004585822,0.003318467,0.8053786,0.0002432385,0.00006846053,0.139478,0.01449376,0.0004880837,0.003730754,0.0002017187,0.002228945,0.02991132],"study_design_scores_gemma":[0.0001064205,0.006470134,0.8328483,0.0002612001,0.00008086811,0.1253356,0.02795098,0.0007869273,0.001225555,0.0001348127,0.004694667,0.0001045107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982303,0.000412419,0.0000945693,0.0002315798,0.00001837703,0.00002547921,0.00004207319,0.000006640415,0.0009386129],"genre_scores_gemma":[0.9974641,0.0005979882,0.0003088618,0.0003147408,0.00004059101,0.00001279918,0.0001094307,0.000007681405,0.001143833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008352279,"threshold_uncertainty_score":0.01660734,"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."}}