{"id":"W2031005261","doi":"10.1542/peds.2007-1740","title":"Impact of Fundoplication Versus Gastrojejunal Feeding Tubes on Mortality and in Preventing Aspiration Pneumonia in Young Children With Neurologic Impairment Who Have Gastroesophageal Reflux Disease","year":2008,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Aspiration pneumonia; Reflux; Pneumonia; Surgery; Retrospective cohort study; Esophageal disease; Feeding tube; Disease; Internal medicine; Esophagus","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":[0.002349877,0.0002026497,0.0004537693,0.0003632585,0.000300735,0.0006526003,0.0002588824,0.0005232782,0.0005968098],"category_scores_gemma":[0.0157781,0.0001186306,0.001154923,0.0004343669,0.0003686102,0.0004815859,0.0004472398,0.0005513613,0.00004309198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009632876,"about_ca_system_score_gemma":0.001001943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642056,"about_ca_topic_score_gemma":0.00423342,"domain_scores_codex":[0.9984064,0.0006175518,0.0001713551,0.0001903326,0.0003138257,0.0003005633],"domain_scores_gemma":[0.9933275,0.00211556,0.003412102,0.0001324546,0.0001865251,0.0008259488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005156039,0.0002235863,0.974378,0.0001580034,0.0005151102,0.0002076172,0.0001231169,0.0002964785,0.0001823703,0.00007657657,0.0002343343,0.01844881],"study_design_scores_gemma":[0.0003224802,0.003617099,0.9940601,0.00010951,0.0003528457,0.0004876544,0.0001929498,0.000412412,0.000167287,0.00004502244,0.0002252778,0.00000727594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971937,0.002276818,0.00003409872,0.0002050787,0.00002138194,0.000009415679,0.00005223388,0.000001712817,0.0002055445],"genre_scores_gemma":[0.9991736,0.000580251,0.00007112008,0.00003932016,0.00002642181,0.000008433954,0.00007370675,7.140388e-7,0.00002646016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002642056,"threshold_uncertainty_score":0.01242751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824125745389293,"score_gpt":0.3271056311767953,"score_spread":0.2888643737229023,"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."}}