{"id":"W2911386988","doi":"10.1002/pd.5421","title":"Maternal complications following open and fetoscopic fetal surgery: A systematic review and meta‐analysis","year":2019,"lang":"en","type":"review","venue":"Prenatal Diagnosis","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Great Ormond Street Hospital Charity; European Commission; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; University College London; Wellcome Trust","keywords":"Medicine; Fetal surgery; Fetoscopy; Pregnancy; Obstetrics; Fetus; Surgery; Meta-analysis; Complication; Prenatal diagnosis; In utero; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007762476,0.0006406583,0.01133575,0.0004867524,0.000131609,0.0003083902,0.0004377252,0.0001573752,0.0003106864],"category_scores_gemma":[0.0002272394,0.0004442065,0.002410033,0.0006889642,0.00005453732,0.0002273005,0.0009951872,0.0002399994,0.0001224557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007872427,"about_ca_system_score_gemma":0.00008010514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003798543,"about_ca_topic_score_gemma":0.00004331905,"domain_scores_codex":[0.9967502,0.0003302278,0.00127446,0.0009189433,0.0003750949,0.0003510464],"domain_scores_gemma":[0.9967592,0.001157339,0.0007801949,0.000990386,0.00004851064,0.0002643538],"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":[6.017133e-7,0.00008707404,0.0006349104,0.8367522,0.1551386,0.00004280363,0.000007348217,2.566186e-8,1.688211e-9,0.000125519,0.001109504,0.006101414],"study_design_scores_gemma":[0.0001232623,0.00002852156,0.0003170433,0.2113103,0.7543663,0.00005730826,0.000005252277,0.000001578743,1.656192e-7,0.000008214922,0.03346897,0.0003129967],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001041918,0.9879449,0.00003088168,0.0006824424,0.00005758825,0.01042685,0.0003588735,0.00004734943,0.000440678],"genre_scores_gemma":[0.0002601992,0.9845395,0.0002676113,0.001142713,0.0000144785,0.01266497,0.0006333275,0.00006963237,0.0004075396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6254419,"threshold_uncertainty_score":0.999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473148202502917,"score_gpt":0.3978592323006631,"score_spread":0.2505444120503714,"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."}}