{"id":"W4394741349","doi":"10.1093/ejcts/ezae111","title":"New treatment paradigm for patients with Marfan or Loyes–Dietz syndrome","year":2024,"lang":"en","type":"editorial","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Marfan syndrome; Medicine; Intensive care medicine; Internal medicine","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":[0.002208869,0.0005856322,0.001106836,0.0003770139,0.00009568788,0.0001650724,0.0004385754,0.0002458606,0.00005312616],"category_scores_gemma":[0.001450102,0.0004107388,0.001050378,0.0002368567,0.00008165949,0.00001400873,0.0001340772,0.0005059995,0.00004764204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140455,"about_ca_system_score_gemma":0.002046046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000890373,"about_ca_topic_score_gemma":0.000011842,"domain_scores_codex":[0.9959052,0.001068893,0.000797574,0.0006470226,0.00097402,0.0006072664],"domain_scores_gemma":[0.9969658,0.0007097998,0.0005433626,0.0006082089,0.0007585344,0.0004143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005742901,0.0001113662,0.0004268332,0.0002209027,0.002203906,0.001824079,0.00004096472,0.00001696357,0.00004183265,2.708455e-7,0.9050801,0.08428993],"study_design_scores_gemma":[0.000939131,0.004348179,0.0007119939,0.0004945008,0.0004812488,0.0001843266,0.00002761381,5.004695e-7,0.0002134377,0.000008718968,0.9920936,0.0004967868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.09465862,0.03201346,0.00544181,0.000371362,0.8619052,0.001973989,0.001506971,0.00006246608,0.002066188],"genre_scores_gemma":[0.07732694,0.006915448,0.001183904,0.0000372236,0.8877988,0.00005293204,0.002441959,0.001006214,0.02323653],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08701351,"threshold_uncertainty_score":0.9998344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995302871162378,"score_gpt":0.3035254886954902,"score_spread":0.2835724599838664,"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."}}