{"id":"W4404681510","doi":"10.1177/15569845241298251","title":"The 10 Commandments for Valve-Sparing Aortic Root Replacement","year":2024,"lang":"en","type":"editorial","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Aortic root; Aortic valve; Aortic valve replacement; Cardiology; Internal medicine; Surgery; Aorta; 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":[0.01058228,0.003746266,0.004489448,0.00334083,0.002702482,0.008560143,0.003322335,0.01767827,0.01726026],"category_scores_gemma":[0.02862099,0.001595742,0.004383571,0.001647125,0.002964621,0.005639595,0.0024645,0.03302981,0.008477355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004061055,"about_ca_system_score_gemma":0.004819481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192277,"about_ca_topic_score_gemma":0.008015872,"domain_scores_codex":[0.9930935,0.001408299,0.0009924414,0.0006439913,0.003338163,0.0005237103],"domain_scores_gemma":[0.9787331,0.01053743,0.001646733,0.0004862245,0.005325724,0.003270732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007509336,0.00002129421,0.00002877606,0.000475562,0.00004165925,0.0001103319,0.000009809973,0.00003896959,0.00006200206,0.0004723965,0.9878702,0.01079399],"study_design_scores_gemma":[0.0001917431,0.00005598639,0.0002887518,0.0007973398,0.0001302425,0.0002474605,0.00003757025,0.0001448251,0.00007421004,0.001079061,0.9969249,0.00002786868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002035068,0.01273657,0.00007952626,0.02439605,0.9615498,0.000009851761,0.00002692609,0.00002352027,0.001157464],"genre_scores_gemma":[0.0002077149,0.008497913,0.0000917006,0.02106306,0.9661714,0.00001509092,0.00002181107,0.00001685638,0.003914425],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01767827,"threshold_uncertainty_score":0.05774128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139657051350978,"score_gpt":0.3564015355938036,"score_spread":0.3424358304587057,"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."}}