{"id":"W4213446769","doi":"10.1002/pd.6120","title":"Antenatal management of congenital diaphragmatic hernia: What's next ?","year":2022,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Hospital for Sick Children; University of Toronto","funders":"Engineering and Physical Sciences Research Council; Great Ormond Street Hospital Charity","keywords":"Congenital diaphragmatic hernia; Medicine; Fetoscopy; Diaphragmatic hernia; Fetal surgery; Occlusion; Diaphragmatic breathing; Hernia; Fetus; Prenatal diagnosis; Surgery; Obstetrics; Intensive care medicine; Pediatrics; Pregnancy; In utero","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":[0.004308162,0.0004297737,0.001230362,0.001159031,0.001117411,0.003087814,0.0008777719,0.00295181,0.005071322],"category_scores_gemma":[0.01710184,0.000245006,0.000640489,0.0008216093,0.001256258,0.005964328,0.00124019,0.003077568,0.001053495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417275,"about_ca_system_score_gemma":0.004564679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009095496,"about_ca_topic_score_gemma":0.01798635,"domain_scores_codex":[0.9982351,0.0008244428,0.0003443334,0.0001470316,0.0003089182,0.0001401401],"domain_scores_gemma":[0.9911164,0.004645647,0.0007874676,0.000247459,0.002154029,0.00104898],"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":[0.0005187736,0.0002525782,0.03487816,0.007311601,0.0001398851,0.002695422,0.001309898,0.0001812343,0.001107361,0.004911343,0.04924382,0.8974499],"study_design_scores_gemma":[0.0002260368,0.001295951,0.1499641,0.1005993,0.001030658,0.03051162,0.03463024,0.001430215,0.001454857,0.03100661,0.6473559,0.0004945496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01133905,0.7038474,0.002125839,0.265592,0.009796978,0.0001394149,0.0002223709,0.0000696372,0.006867265],"genre_scores_gemma":[0.1249713,0.774338,0.01356923,0.0504815,0.03186646,0.0002907524,0.000337342,0.00007421055,0.004071242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009095496,"threshold_uncertainty_score":0.02278399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244675314330211,"score_gpt":0.262750265297689,"score_spread":0.2403035121543869,"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."}}