{"id":"W3202634266","doi":"10.1053/j.semtcvs.2021.09.014","title":"Commentary: What Happens to the Aorta in Bicuspid Aortic Valve Disease?","year":2021,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Bicuspid aortic valve; Cardiology; Internal medicine; Aorta","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":[0.001337104,0.0006065823,0.001720862,0.0004385164,0.0001022158,0.0001877842,0.0001807801,0.0003977898,0.00007109031],"category_scores_gemma":[0.0001759319,0.000454538,0.002220126,0.0007326446,0.0001777085,0.0002109481,0.0002394737,0.001089898,0.00003060481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739182,"about_ca_system_score_gemma":0.0002790999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001690195,"about_ca_topic_score_gemma":0.00002583529,"domain_scores_codex":[0.995964,0.0005891047,0.0006402018,0.001057528,0.0009863166,0.0007628833],"domain_scores_gemma":[0.9974222,0.0004646205,0.00009479965,0.001652333,0.00005883022,0.0003072138],"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":[0.0001605131,0.0002501091,0.1646819,0.001006918,0.003937697,0.01960736,0.0004373219,0.00002549582,4.217292e-7,0.00000194463,0.6110529,0.1988374],"study_design_scores_gemma":[0.0006704371,0.00005366263,0.06939086,0.01053364,0.007602547,0.0002560857,0.00285031,0.00006396022,0.00003058265,0.0001308977,0.9073598,0.001057235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1709596,0.3743256,0.00003034073,0.4514723,0.0008375844,0.001825942,0.00006515896,0.00006055953,0.00042296],"genre_scores_gemma":[0.2377605,0.07683654,0.0001310928,0.6754751,0.00288483,0.001260587,0.004161335,0.0002623693,0.001227588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.297489,"threshold_uncertainty_score":0.9997906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747492093019492,"score_gpt":0.2701634369920597,"score_spread":0.2426885160618648,"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."}}