{"id":"W4320490208","doi":"10.1038/s41390-023-02490-9","title":"Critical congenital heart disease beyond HLHS and TGA: neonatal brain injury and early neurodevelopment","year":2023,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Medicine; Heart disease; Disease; Cardiology; Internal medicine; Pediatrics","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":[0.0009307411,0.0001993274,0.0003065011,0.0006810942,0.0004283616,0.0001195716,0.0000852205,0.00006819307,0.00007148393],"category_scores_gemma":[0.003982027,0.0001860338,0.00006034397,0.001108093,0.0005531792,0.0001857339,0.0007701055,0.0005248308,0.0002986346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005027813,"about_ca_system_score_gemma":0.0004401468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005013383,"about_ca_topic_score_gemma":0.000006732941,"domain_scores_codex":[0.9969252,0.0001879599,0.0002877413,0.0006327244,0.001124188,0.0008421422],"domain_scores_gemma":[0.996661,0.001518901,0.00001070875,0.0002885206,0.0003829988,0.001137852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008904967,0.0001260264,0.9152689,0.0006643616,0.00004590158,0.001362607,0.0007710654,2.900121e-8,0.00018433,0.0002741721,0.0639784,0.01643368],"study_design_scores_gemma":[0.0007610665,0.000380051,0.9924586,0.00001265084,0.0000758458,0.00003726111,0.0002513429,0.00009283026,0.00001058772,0.001073567,0.004659934,0.0001862275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759154,0.005527891,0.000001480906,0.01699044,0.000141769,0.000683356,0.0001036241,0.000131582,0.0005043972],"genre_scores_gemma":[0.9958307,0.0007875175,0.00008976717,0.0003345092,0.0005696879,0.0001347506,0.00001496674,0.00004165645,0.002196408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07718971,"threshold_uncertainty_score":0.7586237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04669546469647385,"score_gpt":0.387933435399205,"score_spread":0.3412379707027312,"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."}}