{"id":"W3153583266","doi":"10.1177/1556984521999323","title":"Sutureless Valve in Repeated Aortic Valve Replacement: Results from an International Prospective Registry","year":2021,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"LivaNova","keywords":"Medicine; Surgery; Aortic valve replacement; EuroSCORE; Endocarditis; Infective endocarditis; Cardiology; Valve replacement; Prospective cohort study; Hemodynamics; Internal medicine; Cardiac surgery; Stenosis","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":[0.001498524,0.0003275793,0.0003989652,0.001130573,0.0002220468,0.0007190288,0.0005101293,0.0004180163,0.001035079],"category_scores_gemma":[0.003995875,0.0002642436,0.0004880167,0.0009968332,0.0002329077,0.0006389633,0.0006463206,0.0004803236,0.000309682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000992337,"about_ca_system_score_gemma":0.0002172178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004884527,"about_ca_topic_score_gemma":0.000655508,"domain_scores_codex":[0.9986236,0.0003766904,0.0002512302,0.0003241445,0.0003025367,0.0001218906],"domain_scores_gemma":[0.9936227,0.0008592483,0.00378099,0.0006504437,0.0004623884,0.0006242009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008069055,0.00002587697,0.9979675,0.00001207713,0.00004795954,0.0001373353,0.00003490076,0.0000317872,0.0002126858,0.00001133055,0.0001082375,0.001329541],"study_design_scores_gemma":[0.00001626897,0.0001616512,0.9976661,0.000009572393,0.00004537287,0.001486448,0.00007213768,0.0001511686,0.0001188637,0.00001299859,0.0002532726,0.000005986834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979253,0.0004414257,0.0002821002,0.00002690155,0.000009063187,0.00001246967,0.0009987478,0.00001120915,0.0002927191],"genre_scores_gemma":[0.9970349,0.0003481868,0.000326821,0.00002791929,0.00003852829,0.00002191009,0.002091324,0.000007687009,0.0001027728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001498524,"threshold_uncertainty_score":0.007925034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360942692159339,"score_gpt":0.3398777669361864,"score_spread":0.326268340014593,"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."}}