{"id":"W2780027070","doi":"10.1007/s00247-017-4056-x","title":"Bowel ultrasound for predicting surgical management of necrotizing enterocolitis: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Pediatric Radiology","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Necrotizing enterocolitis; Pneumatosis intestinalis; Odds ratio; Pneumoperitoneum; Inflammatory bowel disease; Echogenicity; Abdomen; Confidence interval; Radiology; Internal medicine; Gastroenterology; Surgery; Ultrasound; Disease; Laparoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009380379,0.002232859,0.01509698,0.008019904,0.0006821449,0.002863757,0.00224076,0.002232373,0.003558212],"category_scores_gemma":[0.03092195,0.001206614,0.02960835,0.009376968,0.0006773308,0.001896555,0.001366992,0.001615198,0.0002762358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822905,"about_ca_system_score_gemma":0.003105134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006562101,"about_ca_topic_score_gemma":0.0144341,"domain_scores_codex":[0.9933906,0.002514093,0.002200625,0.0008179547,0.0008351933,0.0002415983],"domain_scores_gemma":[0.9701295,0.02256371,0.004529324,0.0005254807,0.001902225,0.0003496986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001891332,0.00004516138,0.0137045,0.5583557,0.4069357,0.0001938709,0.0001157559,0.0005731423,0.0001885312,0.0001044079,0.000842083,0.01704969],"study_design_scores_gemma":[0.000500757,0.0002040644,0.009880701,0.04374554,0.9435567,0.000155955,0.00006655136,0.0002946499,0.00007972587,0.0001236303,0.001358131,0.00003361182],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005219357,0.9933816,0.0002816856,0.000153897,0.00009400761,0.0001661706,0.0005168225,0.000015509,0.0001709171],"genre_scores_gemma":[0.1484551,0.8470003,0.001551078,0.0006292111,0.0002978627,0.0009083745,0.0009109636,0.00002184048,0.0002253559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01509698,"threshold_uncertainty_score":0.04960883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124718301072424,"score_gpt":0.4119082419180445,"score_spread":0.2871899408456205,"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."}}