{"id":"W4382344852","doi":"10.1111/petr.14560","title":"Heart transplantation in neonatal Marfan syndrome: Saving life in a rare and fatal condition","year":2023,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Marfan syndrome; Candidacy; Cardiology; Restrictive cardiomyopathy; Cardiomyopathy; Transplantation; Heart transplantation; Heart failure; Mitral valve repair; Surgery; Internal medicine; Mitral regurgitation; 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":[0.0002139377,0.0001097095,0.000113834,0.0003569139,0.00004352882,0.00001907984,0.00005988777,0.0001090153,0.00001653335],"category_scores_gemma":[0.00004235994,0.0001312416,0.00002700125,0.0004738849,0.00002463913,0.00002185044,0.000009824107,0.0001141691,0.00001555832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001540235,"about_ca_system_score_gemma":0.00005944805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002225823,"about_ca_topic_score_gemma":0.001886227,"domain_scores_codex":[0.9989994,0.00009506249,0.0002044126,0.0003129661,0.00015587,0.0002322721],"domain_scores_gemma":[0.9997567,0.00005833229,0.0000278864,0.00007646123,0.00002291948,0.00005772998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005231092,0.00004209516,0.9653774,0.0007680619,0.00001037532,0.0002958336,0.002218655,0.000579579,0.02866747,0.0000336354,0.00009231315,0.001391471],"study_design_scores_gemma":[0.001735583,0.0001092934,0.9957595,0.0000205494,0.00001856083,0.0001132611,0.0002220021,0.0002864598,0.001475934,0.00006038642,0.00004222376,0.0001562425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981572,0.0006518685,0.000441935,0.0001714121,0.00004754531,0.0003167877,0.0001516691,0.00002283361,0.00003876522],"genre_scores_gemma":[0.9905809,0.006885297,0.00004560407,0.00002632414,0.00004197647,0.00006702751,0.002310079,0.00001632831,0.00002645959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0303821,"threshold_uncertainty_score":0.5351876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097123919046931,"score_gpt":0.2772163422220469,"score_spread":0.2662451030315776,"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."}}