{"id":"W4417517316","doi":"10.1002/pd.70054","title":"Prenatal Diagnosis to Postnatal Outcomes of Saccular Forms of Closed Spina Dysraphism: A Single Center Retrospective Study","year":2025,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Social Innovation; Hospital for Sick Children; University of Toronto; SickKids Foundation; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Single Center; Prenatal diagnosis; Retrospective cohort study; Congenital disease; Lesion; Pregnancy; Fetus; Gestation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000233798,0.0003909827,0.001013594,0.001005918,0.0001086414,0.00002742326,0.0003945565,0.0001499269,0.0001602591],"category_scores_gemma":[0.0009494681,0.000329244,0.0004618778,0.001289334,0.0001554286,0.0004397112,0.000429898,0.0002480337,0.0000211682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723184,"about_ca_system_score_gemma":0.00008559547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003701665,"about_ca_topic_score_gemma":0.0001615179,"domain_scores_codex":[0.9973152,0.00005359831,0.0009413101,0.0005461789,0.000681455,0.0004622754],"domain_scores_gemma":[0.9980558,0.0001845617,0.00027711,0.0008312217,0.0004299029,0.0002214056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004562276,0.005899318,0.9849446,0.0006420652,0.0008700338,0.00006063723,0.001330335,0.000005417022,0.0002411808,0.001435191,0.001123652,0.002991362],"study_design_scores_gemma":[0.004026846,0.002812623,0.9176015,0.001050888,0.0005425102,0.00001621804,0.000863601,0.00001359651,0.07223688,0.000248999,0.0003157271,0.0002706698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920182,0.00045764,0.0001534392,0.00104647,0.000329784,0.002771466,0.0009173612,0.0000964269,0.002209217],"genre_scores_gemma":[0.9974277,0.0001288165,0.0005404257,0.0004693615,0.00003075164,0.001102712,0.0001461531,0.00003578016,0.0001182984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07199571,"threshold_uncertainty_score":0.999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370673014128593,"score_gpt":0.291241979347777,"score_spread":0.2775352492064911,"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."}}