{"id":"W2904673700","doi":"10.1111/echo.14216","title":"Aortic root changes before and after surgery for chronic aortic dilatation: A 3D echocardiographic study","year":2018,"lang":"en","type":"article","venue":"Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Aortic root; Aortic valve; Cardiology; Aortic valve repair; Regurgitation (circulation); Internal medicine; Cusp (singularity); Surgery; 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":[0.0004979662,0.0003232152,0.000462152,0.001048132,0.0003158248,0.0003832253,0.0001791564,0.0005773085,0.0006958377],"category_scores_gemma":[0.001111076,0.000174844,0.0004222961,0.0005111388,0.0004418047,0.0003161158,0.0003526692,0.0003928139,0.0001814753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002048736,"about_ca_system_score_gemma":0.0001685055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007548163,"about_ca_topic_score_gemma":0.0008073139,"domain_scores_codex":[0.9997343,0.00005694326,0.000030581,0.00007194746,0.00005458415,0.00005151056],"domain_scores_gemma":[0.9989253,0.0002526898,0.0003338934,0.0001031924,0.0001018219,0.0002830737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009558786,0.0002465013,0.9893043,0.00001788149,0.00004921058,0.001247036,0.0002742901,0.00005569114,0.004369188,0.00001050588,0.00002812081,0.003441452],"study_design_scores_gemma":[0.00001265889,0.0006037939,0.9972807,0.00000216672,0.00001730269,0.001562297,0.0001207877,0.0001123331,0.0002153584,0.000006775378,0.00005996208,0.000005760678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996865,0.00008987936,0.0000825142,0.000004004492,0.000002156345,0.000005210559,0.00003545728,0.000001623481,0.00009277091],"genre_scores_gemma":[0.999617,0.00005441024,0.0001444967,0.000009508424,0.00001033073,0.00000795445,0.00009141822,0.000001178064,0.0000636803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001048132,"threshold_uncertainty_score":0.002633512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109742718770548,"score_gpt":0.3048757708391399,"score_spread":0.2937783436514344,"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."}}