{"id":"W4398137460","doi":"10.1002/uog.27701","title":"Enhanced recovery after fetal spina bifida surgery: global practice","year":2024,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Social Innovation; University Health Network; University of Toronto; Mount Sinai Hospital","funders":"Uniklinikum Giessen und Marburg; Sociedade Beneficente Israelita Brasileira Albert Einstein; Cleveland Clinic","keywords":"Medicine; Spina bifida; Fetal surgery; Hysterotomy; Perioperative; Fetoscopy; Surgery; Laparotomy; Obstetrics; Pregnancy; Fetus; Prenatal diagnosis","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":[0.002912601,0.0001601356,0.0001679537,0.000751514,0.0003338251,0.0007556914,0.0003223999,0.0004157006,0.002241362],"category_scores_gemma":[0.005801602,0.00009754345,0.0001902915,0.001037457,0.0008255191,0.0008343728,0.001274641,0.0004083147,0.0001910901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621706,"about_ca_system_score_gemma":0.002101555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328612,"about_ca_topic_score_gemma":0.002280451,"domain_scores_codex":[0.9980933,0.0009942636,0.0001884267,0.0002162897,0.0003092354,0.0001984226],"domain_scores_gemma":[0.9948124,0.001169295,0.002386493,0.0001758624,0.0004642914,0.0009917199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008254573,0.0001956038,0.7537949,0.0009298094,0.00005103398,0.0003747207,0.005602777,0.0002394164,0.0009840919,0.0005530151,0.003626667,0.2335654],"study_design_scores_gemma":[0.00003300142,0.0005570007,0.9703165,0.001382974,0.00004173247,0.001400665,0.01387522,0.0003069215,0.0003307931,0.0004048527,0.01132446,0.00002588856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589682,0.01395642,0.0009525275,0.01801082,0.0001035029,0.00009152867,0.0001885593,0.0000453207,0.007683023],"genre_scores_gemma":[0.9885168,0.008636681,0.001275474,0.001015354,0.00005994599,0.00003277168,0.0000990265,0.000005074527,0.0003587681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002912601,"threshold_uncertainty_score":0.01540345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036743533263286,"score_gpt":0.2705640121696441,"score_spread":0.2601965768370113,"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."}}