{"id":"W1977914875","doi":"10.5430/jha.v4n4p8","title":"Hospital resource utilization associated with pediatric gastrostomy devices","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous endoscopic gastrostomy; Poisson regression; Gastrostomy; Psychological intervention; Retrospective cohort study; Emergency department; Feeding tube; Logistic regression; Emergency medicine; Surgery; Nursing; Internal medicine; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007394201,0.0001768891,0.0002370067,0.001064878,0.0001961099,0.0004483492,0.0003629863,0.0002596883,0.001258346],"category_scores_gemma":[0.006020062,0.0001843462,0.0005701507,0.001403321,0.0002376786,0.0003676511,0.0005696016,0.0005788275,0.0001075349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006156872,"about_ca_system_score_gemma":0.0004984166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003714202,"about_ca_topic_score_gemma":0.004162319,"domain_scores_codex":[0.9984199,0.0004404403,0.0003047741,0.0002267328,0.0003821772,0.0002259814],"domain_scores_gemma":[0.9930689,0.00130305,0.004745034,0.000124188,0.0003701501,0.0003886824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002986939,0.00001466819,0.997339,0.00004107025,0.00006388345,0.0001638967,0.00002699375,0.0001162217,0.00005398073,0.00001831423,0.0001557164,0.001976345],"study_design_scores_gemma":[0.000002341143,0.00005726264,0.9982699,0.00003855619,0.00001982208,0.0009421069,0.0001035444,0.0002718194,0.00007920473,0.00001278056,0.0001989637,0.000003588163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961175,0.002203608,0.0001603034,0.0001832386,0.00001325574,0.00001152381,0.0007902585,0.000009098118,0.0005112509],"genre_scores_gemma":[0.9984089,0.0007777064,0.0001324048,0.00003001042,0.00002020251,0.00001027671,0.0005709368,0.000002207712,0.00004744184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003714202,"threshold_uncertainty_score":0.007385194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241457437730932,"score_gpt":0.3007047982910839,"score_spread":0.2682902239137746,"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."}}