{"id":"W4384925111","doi":"10.1136/bmjpo-2023-002007","title":"Association between birth location and short-term outcomes for babies with gastroschisis, congenital diaphragmatic hernia and oesophageal fistula: a systematic review","year":2023,"lang":"en","type":"review","venue":"BMJ Paediatrics Open","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Imperial College London; Medical Research Council; National Institute for Health and Care Research","keywords":"Gastroschisis; Medicine; Congenital diaphragmatic hernia; Diaphragmatic hernia; Pediatrics; Intestinal atresia; CINAHL; Obstetrics; Atresia; Surgery; Hernia; Pregnancy; Fetus; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001804285,0.0005879849,0.004791462,0.000240861,0.0001646542,0.0002987442,0.0002499792,0.0002645273,0.000009074684],"category_scores_gemma":[0.001690873,0.0003887806,0.0003878426,0.0006027493,0.00004724904,0.00021051,0.0003639971,0.0002628326,0.00002770803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014361,"about_ca_system_score_gemma":0.0003094962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002390472,"about_ca_topic_score_gemma":0.00006124295,"domain_scores_codex":[0.9967692,0.0002141629,0.001531202,0.0005775859,0.0005087996,0.0003990353],"domain_scores_gemma":[0.9959828,0.002073417,0.001000656,0.0004391658,0.0002538525,0.0002501695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001411763,0.00003270203,0.05458815,0.9163279,0.001812363,0.00003575781,0.00002915939,1.316507e-8,1.211579e-8,0.00001181495,0.0004491306,0.02669885],"study_design_scores_gemma":[0.002634169,0.001086145,0.06481335,0.777099,0.1237811,0.0005088215,0.0001880758,0.00002945231,9.108943e-8,0.00005977154,0.02762134,0.002178747],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005895837,0.9799418,0.00005605787,0.0002064276,0.000121953,0.01828799,0.0006812845,0.00006609265,0.00004878974],"genre_scores_gemma":[0.0004854784,0.9916945,0.0002369265,0.00009814622,0.0002822823,0.003457379,0.0008910429,0.0001190977,0.002735202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1392289,"threshold_uncertainty_score":0.9998564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06760935503539131,"score_gpt":0.3601994024302333,"score_spread":0.292590047394842,"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."}}