{"id":"W2025402871","doi":"10.1016/j.echo.2015.01.007","title":"Assessment of Paravalvular Aortic Regurgitation after Transcatheter Aortic Valve Replacement: Intra–Core Laboratory Variability","year":2015,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Grading (engineering); Internal medicine; Grading scale; Confidence interval; Cardiology; Regurgitation (circulation); Aortic valve replacement; Aortic valve; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211736,0.0001995635,0.0009024096,0.0001145639,0.00003616524,0.00001078566,0.0001575414,0.00005323866,0.000009596613],"category_scores_gemma":[0.00007262906,0.0001357442,0.009464161,0.0009686345,0.000519523,0.0001153317,0.00003379654,0.0002418126,4.074843e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583672,"about_ca_system_score_gemma":0.0003660401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003180741,"about_ca_topic_score_gemma":8.673921e-8,"domain_scores_codex":[0.9976158,0.0002517413,0.0007783731,0.0002022787,0.0009448737,0.0002070071],"domain_scores_gemma":[0.9969014,0.0001030022,0.001244366,0.0006383854,0.0008725049,0.0002403721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005508074,0.0005457336,0.9858823,0.0001253633,0.008908479,8.099653e-7,0.0006118988,0.000101578,0.001116291,0.000005795121,0.001186627,0.0009643582],"study_design_scores_gemma":[0.001880666,0.001132378,0.9893619,0.0001762433,0.005103335,0.000006724534,0.001283268,0.00009255617,0.0002865108,0.0004487688,0.0001177799,0.0001098126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971393,0.000738836,0.001073931,0.000289236,0.0001979648,0.0003549145,0.00006948273,0.0000087231,0.000127572],"genre_scores_gemma":[0.9948879,0.0003399296,0.004214488,0.0004071021,0.0001024409,0.00001578737,0.000004708145,0.00002304753,0.000004614629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008561752,"threshold_uncertainty_score":0.9544861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458701550774545,"score_gpt":0.329020626784138,"score_spread":0.3144336112763926,"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."}}