{"id":"W3010737473","doi":"10.1016/s0735-1097(20)32907-7","title":"SINGLE VS. SERIAL ASSESSMENTS OF ARTERIAL HEMODYNAMICS TO PREDICT THORACIC AORTIC ANEURYSM EXPANSION","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hemodynamics; Thoracic aortic aneurysm; Cardiology; Internal medicine; Aneurysm; Aortic aneurysm; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220559,0.0007490034,0.001148756,0.0007786645,0.0002942468,0.001161865,0.0003850159,0.0008631854,0.00160403],"category_scores_gemma":[0.003627819,0.0002376375,0.0006018113,0.0004984763,0.0004065986,0.001328115,0.0003570229,0.001313026,0.0005466554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383321,"about_ca_system_score_gemma":0.0004176534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005663093,"about_ca_topic_score_gemma":0.00165818,"domain_scores_codex":[0.9995109,0.000127569,0.00004792367,0.0001270729,0.0001087516,0.00007781592],"domain_scores_gemma":[0.9961395,0.001734033,0.0006530032,0.000232705,0.000360967,0.0008797453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006137883,0.0006795991,0.9658112,0.00005159428,0.0002485801,0.0001824431,0.00005809715,0.0006708349,0.001822274,0.00007164947,0.0004714831,0.0237944],"study_design_scores_gemma":[0.000364594,0.008956328,0.9703376,0.0000990807,0.0005212065,0.001459225,0.0002393728,0.01408004,0.002623721,0.0004743308,0.0007875091,0.00005706202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949226,0.00119328,0.0009029111,0.0002523296,0.0001792979,0.00004118468,0.0002648172,0.00004082834,0.00220271],"genre_scores_gemma":[0.9978039,0.0003993773,0.0008531668,0.0001166138,0.0001948603,0.0000229422,0.0002421314,0.000006448128,0.0003606892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00160403,"threshold_uncertainty_score":0.006455004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878826996890104,"score_gpt":0.3031086091230938,"score_spread":0.2843203391541927,"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."}}