{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003551508,0.0004153911,0.0008880603,0.0009995062,0.0002448728,0.00008375558,0.00007122063,0.0001231286,0.00003546305],"category_scores_gemma":[0.0000497945,0.0003585335,0.002486137,0.001268588,0.0002653509,0.0001348882,0.00006417056,0.0001211599,0.00002076986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006529619,"about_ca_system_score_gemma":0.00008853919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004482261,"about_ca_topic_score_gemma":0.00009410035,"domain_scores_codex":[0.9977174,0.00008420963,0.0003695423,0.000766684,0.0004603326,0.0006018336],"domain_scores_gemma":[0.9983762,0.000119795,0.000112281,0.0007556397,0.0002632636,0.0003728239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004893066,0.0003085451,0.969494,0.0001699882,0.00508318,0.00003697991,0.0002768242,5.560083e-7,0.000008249638,0.000003796526,0.0004232687,0.02370535],"study_design_scores_gemma":[0.002410301,0.002181032,0.9888628,0.0001416598,0.004890236,0.00001359056,0.000184239,0.00005838699,0.00003382744,0.0001357341,0.0007837135,0.0003044416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926756,0.003220466,0.0002904635,0.0001586075,0.0005939591,0.002540523,0.0001436073,0.0001917371,0.0001850254],"genre_scores_gemma":[0.9961103,0.0002940682,0.0001476649,0.0001895178,0.001340002,0.00168183,0.0001200403,0.00008322596,0.000033365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0234009,"threshold_uncertainty_score":0.9998867,"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."}}