{"id":"W2964302902","doi":"10.1053/j.semtcvs.2019.07.009","title":"Cardiovascular Operations in Children With Marfan Syndrome","year":2019,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Marfan syndrome; Thoracic aorta; Mitral valve; Cardiothoracic surgery; Aortic valve; Cardiology; Young adult; Internal medicine; Surgery; Aorta; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001211751,0.0007734316,0.003222674,0.0008832187,0.00008007197,0.00008467679,0.0001299845,0.0008546291,0.00003676187],"category_scores_gemma":[0.0000692859,0.0006591185,0.007025385,0.0007224228,0.0001545698,0.0001600884,0.0001152916,0.001415423,0.0000484482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420362,"about_ca_system_score_gemma":0.000406228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007864164,"about_ca_topic_score_gemma":0.000006504271,"domain_scores_codex":[0.9954703,0.0005056828,0.0005743354,0.001358824,0.001293522,0.0007972778],"domain_scores_gemma":[0.9975151,0.0001539281,0.00006169811,0.002021853,0.00009861381,0.0001488019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001254575,0.0001180074,0.901365,0.0006650708,0.033594,0.01199832,0.00004910087,0.0005956355,2.177943e-7,5.869681e-7,0.02187066,0.02961792],"study_design_scores_gemma":[0.001822186,0.0001274285,0.8976865,0.00297254,0.01318101,0.007787191,0.0001180018,0.00002044209,0.000006088295,0.000008301818,0.07505543,0.001214834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7812268,0.2109667,0.00003966023,0.003617493,0.0004008875,0.00271997,0.000216521,0.00007958222,0.0007323807],"genre_scores_gemma":[0.9333432,0.02865707,0.0002335459,0.02893825,0.001181199,0.000902572,0.004973959,0.0004308022,0.001339397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1823096,"threshold_uncertainty_score":0.999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039592810591981,"score_gpt":0.2661421131555021,"score_spread":0.2557461850495823,"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."}}