{"id":"W2046983800","doi":"10.1016/j.jpeds.2014.08.066","title":"Minimizing the Risk of Preoperative Brain Injury in Neonates with Aortic Arch Obstruction","year":2014,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; BC Children's Hospital; University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research; National Institutes of Health; March of Dimes Foundation; European Society for Paediatric Research; University of California, San Francisco; Michael Smith Health Research BC; Larry L. Hillblom Foundation; National Center for Research Resources; National Institute of Neurological Disorders and Stroke; American Heart Association","keywords":"Medicine; Hypoplastic left heart syndrome; Incidence (geometry); Pediatrics; Cohort; Aortic arch; Neonatal intensive care unit; Prenatal diagnosis; Magnetic resonance imaging; Heart disease; Surgery; Internal medicine; Pregnancy; Aorta; Fetus; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004862422,0.0002531168,0.0002888151,0.0007147766,0.0005818908,0.0006139791,0.0002577628,0.0005463611,0.0008113555],"category_scores_gemma":[0.005131365,0.00008959207,0.0002232686,0.0003427996,0.0002648985,0.0004022633,0.000472607,0.0008255828,0.00008929679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091749,"about_ca_system_score_gemma":0.001528679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558884,"about_ca_topic_score_gemma":0.003943923,"domain_scores_codex":[0.9996345,0.0001519877,0.00004910441,0.00001748517,0.00006169032,0.00008522417],"domain_scores_gemma":[0.9986638,0.0005393982,0.0003160963,0.00004810458,0.0001321322,0.0003005321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007811662,0.0004567252,0.8737571,0.0002585247,0.0001035805,0.009474729,0.000493906,0.0005800798,0.002635071,0.0007937527,0.001350082,0.1093153],"study_design_scores_gemma":[0.00006166505,0.004433427,0.9393192,0.0009909384,0.000264149,0.03791182,0.004415364,0.001170993,0.005406833,0.001611848,0.004371019,0.00004283476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903424,0.004761626,0.0005455965,0.001250336,0.0000921612,0.00002018248,0.00002879478,0.000007256987,0.002951681],"genre_scores_gemma":[0.9937553,0.004398424,0.001239105,0.000146245,0.000157893,0.00002209033,0.00004289543,0.000003877421,0.0002341349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001558884,"threshold_uncertainty_score":0.00309968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027401235558444,"score_gpt":0.2693408763070258,"score_spread":0.2590668639514414,"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."}}