{"id":"W2133210904","doi":"10.1017/s096553950999012x","title":"CONTEMPORARY NEONATAL INTENSIVE CARE MANAGEMENT IN CONGENITAL DIAPHRAGMATIC HERNIA: DOES THIS OBVIATE THE NEED FOR FETAL THERAPY?","year":2009,"lang":"en","type":"article","venue":"Fetal and Maternal Medicine Review","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Extracorporeal membrane oxygenation; Pulmonary hypoplasia; Surgery; Thoracic cavity; Intensive care; Intensive care medicine; Fetus; Pregnancy","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":[],"consensus_categories":[],"category_scores_codex":[0.0004126856,0.0003989952,0.001128028,0.000114885,0.0001045094,0.00002093693,0.0001766843,0.00006091542,0.0001666447],"category_scores_gemma":[0.0002456811,0.0001874389,0.0001946753,0.0001897842,0.0002445537,0.0001082136,0.00008920291,0.0002341786,0.00003820412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005341554,"about_ca_system_score_gemma":0.00003471053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005238,"about_ca_topic_score_gemma":0.00002903012,"domain_scores_codex":[0.9980058,0.00009422568,0.0007707393,0.0003690896,0.0004025575,0.0003575926],"domain_scores_gemma":[0.9988468,0.0001785005,0.0001926002,0.0003158215,0.0003052571,0.0001610719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001061939,0.0001046571,0.009934003,0.0189692,0.001429862,0.001390502,0.006941409,1.477081e-7,0.0003416302,0.0003700674,0.01095465,0.9485019],"study_design_scores_gemma":[0.05905137,0.01022957,0.4150168,0.1049862,0.006581221,0.003736418,0.05484207,0.0004615902,0.00080703,0.00619636,0.3351945,0.002896887],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3728229,0.5903312,0.00005529405,0.02393952,0.0004363824,0.00545848,0.00005156704,0.00007658478,0.006828046],"genre_scores_gemma":[0.9072803,0.07883351,0.0001047018,0.01185531,0.0002245252,0.0003009868,0.00004915017,0.00002877569,0.001322695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.945605,"threshold_uncertainty_score":0.7643535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548267557228046,"score_gpt":0.2996499168678482,"score_spread":0.2741672412955677,"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."}}