{"id":"W2807864478","doi":"10.1007/s00246-018-1916-6","title":"Predictors of Rapid Aortic Root Dilation and Referral for Aortic Surgery in Marfan Syndrome","year":2018,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Heart, Lung, and Blood Institute; U.S. Food and Drug Administration; Marfan Foundation","keywords":"Medicine; Marfan syndrome; Ascending aorta; Dilation (metric space); Cardiology; Cardiac surgery; Internal medicine; Aorta; Aortic root; Percentile; Atenolol; Surgery; Blood pressure","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":[0.0002526299,0.0001247651,0.0005591486,0.0002475853,0.00002775375,0.000002867378,0.00002898249,0.0001168828,0.00002070471],"category_scores_gemma":[0.0002197157,0.0001051261,0.0001395561,0.000207218,0.0001219365,0.00004732739,0.0000262722,0.00005535987,0.000004557346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003440465,"about_ca_system_score_gemma":0.0001049989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003016355,"about_ca_topic_score_gemma":0.000006976887,"domain_scores_codex":[0.9989547,0.00005365971,0.0003761653,0.0002611511,0.0001026601,0.0002516637],"domain_scores_gemma":[0.9992658,0.0002836228,0.0001071006,0.0001879723,0.00005452256,0.0001009823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000269898,0.00006165267,0.9967722,0.0001257418,0.000164689,0.00002542357,0.00007099652,0.000001066705,0.00001591301,0.00002361255,0.0003876948,0.002081163],"study_design_scores_gemma":[0.0009833856,0.0005233611,0.9968873,0.000009144231,0.0009899064,0.00007568813,0.00003500854,0.0001474683,0.00002260103,0.0001819947,0.00006020092,0.00008394662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976243,0.0009308687,0.0001253673,0.00009757396,0.0002270257,0.0004786446,0.00001936819,0.00002820395,0.000468653],"genre_scores_gemma":[0.9989194,0.0002130168,0.00008600078,0.00001794926,0.000507532,0.00008994246,0.0000920251,0.00001595783,0.00005814677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001997216,"threshold_uncertainty_score":0.4286916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006647005245656,"score_gpt":0.2713312374003554,"score_spread":0.2412647673478988,"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."}}