{"id":"W2800062095","doi":"10.1016/j.jtcvs.2018.04.108","title":"Genes, aortic diseases, and cardiovascular surgery","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Aortic surgery; Aortic aneurysm; Cardiology; Aorta; Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072467,0.0004565356,0.0008085492,0.0004462462,0.002105301,0.001682115,0.0006623397,0.02063875,0.00768372],"category_scores_gemma":[0.008811355,0.0002839935,0.0004154869,0.0003504695,0.001700879,0.002150714,0.0007018018,0.01726373,0.002802567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386169,"about_ca_system_score_gemma":0.001521935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0018,"about_ca_topic_score_gemma":0.004194153,"domain_scores_codex":[0.9993464,0.0002739766,0.00006593707,0.00007783526,0.0001508408,0.00008507653],"domain_scores_gemma":[0.997852,0.001350573,0.0001263139,0.00006531901,0.0002515671,0.0003542283],"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":[0.0001257662,0.0001462933,0.002834674,0.00009149425,0.00002457052,0.008508122,0.0002239781,0.0001335018,0.0002732134,0.007942767,0.9485316,0.03116399],"study_design_scores_gemma":[0.0003688627,0.0001840031,0.004232048,0.0004946623,0.00006081086,0.01298304,0.001073042,0.0009993431,0.0002755006,0.03348677,0.9457834,0.00005845603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008889692,0.003467987,0.0000644304,0.9790457,0.01305916,0.000005280001,0.00002431804,0.00001089642,0.00343326],"genre_scores_gemma":[0.01968022,0.008249355,0.0003651342,0.7918988,0.1656748,0.00003797956,0.00003670371,0.00002012433,0.01403693],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02063875,"threshold_uncertainty_score":0.02570462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081187311708412,"score_gpt":0.2603234448320949,"score_spread":0.2295115717150108,"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."}}