{"id":"W3022026746","doi":"10.23736/s0026-4946.18.05186-1","title":"Antenatal management of congenital diaphragmatic hernia today and tomorrow","year":2018,"lang":"en","type":"review","venue":"Minerva Pediatrics","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Universitaire Ziekenhuizen Leuven, KU Leuven; Fonds Wetenschappelijk Onderzoek; Manitoba Lung Association; Engineering and Physical Sciences Research Council; Canadian Institutes of Health Research; KU Leuven; National Institute for Health and Care Research; Canadian Child Health Clinician Scientist Program; Vlaamse regering; University College London Hospitals NHS Foundation Trust; European Commission; Fetal Health Foundation; Wellcome Trust","keywords":"Congenital diaphragmatic hernia; Medicine; Sildenafil; Diaphragmatic hernia; Lung; Thoracotomy; Surgery; Fetus; Fetoscopy; Fetal surgery; Prenatal diagnosis; Hernia; Pregnancy; Internal medicine; In utero","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000377664,0.0007121797,0.002714286,0.0004619092,0.00006809999,0.00003275815,0.0002683872,0.000336921,0.0001266428],"category_scores_gemma":[0.0002176271,0.0005476876,0.0005675838,0.0007798913,0.0002692674,0.00007852035,0.0005359731,0.0003312796,0.0002338399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092508,"about_ca_system_score_gemma":0.0001361701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002115426,"about_ca_topic_score_gemma":0.00001485368,"domain_scores_codex":[0.9968529,0.00006985161,0.001296188,0.0006287851,0.0006511924,0.000501111],"domain_scores_gemma":[0.9978331,0.0003627317,0.0005616859,0.000728359,0.0002386139,0.0002754775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002544237,0.0002365297,0.0005048463,0.1826556,0.001520695,0.001303256,0.0002365785,1.630323e-8,5.427008e-7,0.00005815252,0.003926075,0.8095323],"study_design_scores_gemma":[0.002330505,0.0007009186,0.001260062,0.01770597,0.0326668,0.001953532,0.0004362167,0.0000384333,0.000001677204,0.00006986268,0.9414009,0.00143509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004961717,0.9874875,0.00001670408,0.00003589598,0.0004159864,0.001683346,0.0002778075,0.00007547578,0.005045579],"genre_scores_gemma":[0.0003285877,0.9923463,0.001592246,0.00003079699,0.0005961946,0.0001436255,0.0001277902,0.0001141823,0.004720206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9374748,"threshold_uncertainty_score":0.9996974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798763856798414,"score_gpt":0.3191444339542941,"score_spread":0.2811567953863099,"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."}}