{"id":"W4396509210","doi":"10.1016/j.jpedsurg.2024.03.044","title":"Management of Gastroschisis: Timing of Delivery, Antibiotic Usage, and Closure Considerations (A Systematic Review From the American Pediatric Surgical Association Outcomes & Evidence Based Practice Committee)","year":2024,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Montreal Children's Hospital","funders":"","keywords":"Gastroschisis; Medicine; Closure (psychology); Systematic review; Intensive care medicine; Parenteral nutrition; Pediatrics; Surgery; MEDLINE; General surgery","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":[0.005738765,0.0004501304,0.005349338,0.0005462725,0.00008032817,0.00006773126,0.0001723771,0.0001392993,0.00004672672],"category_scores_gemma":[0.006852429,0.0002624184,0.002132387,0.001274893,0.00007488601,0.0002478603,0.0001318874,0.0007186244,0.00001329799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001926213,"about_ca_system_score_gemma":0.0007230986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005687409,"about_ca_topic_score_gemma":0.00000268295,"domain_scores_codex":[0.993145,0.00142709,0.003624734,0.0003000041,0.001235779,0.0002673935],"domain_scores_gemma":[0.9574385,0.03326187,0.007976685,0.0004566139,0.0007026092,0.0001637029],"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":[0.00006029578,0.0002799037,0.07396481,0.8912876,0.003276167,0.001027816,0.00002315965,6.791741e-7,1.018957e-7,0.000007712702,0.0222387,0.0078331],"study_design_scores_gemma":[0.0004587266,0.0002280385,0.01091341,0.639064,0.3250369,0.0009449745,0.0002425235,0.000008645275,1.811585e-7,0.00001115261,0.02242985,0.0006615759],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004455316,0.9928088,0.00001408082,0.001090489,0.0005234695,0.0009620772,0.0001040046,0.00001248295,0.00002934662],"genre_scores_gemma":[0.006151909,0.9918774,0.0006463566,0.0002483383,0.0009150322,0.00001309858,0.00002072963,0.00004262035,0.00008445043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3217607,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07388878832561223,"score_gpt":0.3526019465488028,"score_spread":0.2787131582231906,"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."}}