{"id":"W3047146500","doi":"10.1186/s13019-020-01255-3","title":"Three-dimensional printing for assessment of paravalvular leak in transcatheter aortic valve implantation","year":2020,"lang":"en","type":"article","venue":"Journal of Cardiothoracic Surgery","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Fluoroscopy; Ventricular outflow tract; Cardiac surgery; Aortic valve; Cardiology; Internal medicine; Ostium; Cardiac imaging; Surgery; Radiology","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":[0.0008293547,0.0000936345,0.0005114222,0.0001665672,0.00001251626,0.000004666445,0.00007300836,0.0001064783,0.000009891456],"category_scores_gemma":[0.0001572568,0.00008371932,0.0006094902,0.000163486,0.00002875104,0.00009394933,0.000007526607,0.0002643721,4.969305e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003908982,"about_ca_system_score_gemma":0.00008422577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000135703,"about_ca_topic_score_gemma":0.000001513524,"domain_scores_codex":[0.9988484,0.0000306862,0.0006285587,0.00007940664,0.0002437927,0.0001691525],"domain_scores_gemma":[0.999232,0.0003967193,0.0001561441,0.00006490311,0.00007153107,0.00007871243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003690361,0.0001629706,0.1928688,0.002174044,0.002400281,0.0001796761,0.0007657664,0.07623547,0.02887176,0.0005165422,0.001687819,0.6937678],"study_design_scores_gemma":[0.004318803,0.0009163296,0.51354,0.002576054,0.001575551,0.001245528,0.0007458468,0.3661296,0.07729594,0.00541414,0.02461638,0.001625758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8273325,0.00127076,0.1706792,0.0002315222,0.0003145693,0.00009524752,0.000003827735,0.00002511716,0.00004724201],"genre_scores_gemma":[0.9959661,0.0001459611,0.003674734,0.0000513813,0.0001375995,0.000005193115,0.000001956972,0.00001668682,3.919401e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6921421,"threshold_uncertainty_score":0.3413975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233615465811306,"score_gpt":0.2996924982147048,"score_spread":0.2673563435565918,"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."}}