{"id":"W4307581785","doi":"10.1093/ejcts/ezac514","title":"A multicentre, propensity score matched analysis comparing a valve-sparing approach to valve replacement in aortic root aneurysm: Insight from the AVIATOR database","year":2022,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Interquartile range; Propensity score matching; Confidence interval; Relative risk; Aortic valve; Stenosis; Internal medicine; Endocarditis; Aortic valve replacement; Cardiology; Aneurysm; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006089664,0.0004090302,0.0008581349,0.001007561,0.0002854646,0.001085471,0.0006107119,0.0006611894,0.001279994],"category_scores_gemma":[0.01217112,0.0003249435,0.00243918,0.001576109,0.0003492468,0.0006054819,0.0008539525,0.0005000395,0.000158714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645043,"about_ca_system_score_gemma":0.0003921384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009998764,"about_ca_topic_score_gemma":0.001236896,"domain_scores_codex":[0.9951602,0.002988022,0.0004585185,0.0008199468,0.0003635537,0.0002097646],"domain_scores_gemma":[0.9900721,0.003334825,0.004092156,0.001714445,0.0003677257,0.0004186321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0147099,0.0001738326,0.9669799,0.0001354349,0.00762696,0.0002441549,0.0001089147,0.0008554177,0.001080729,0.0002203985,0.0004249739,0.007439341],"study_design_scores_gemma":[0.00202585,0.002575408,0.9829449,0.00004297867,0.004555079,0.0008367533,0.0001965349,0.005492743,0.0003160131,0.0003943856,0.0005843386,0.00003498602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984792,0.0005205128,0.0005425686,0.00004748683,0.0000122519,0.00002948075,0.0002438916,0.00000453446,0.0001200841],"genre_scores_gemma":[0.9989009,0.000118238,0.0004431811,0.00003710388,0.0000247105,0.00001767242,0.0004150465,0.000003666267,0.00003945697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006089664,"threshold_uncertainty_score":0.03220558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09038308014215653,"score_gpt":0.282719601359713,"score_spread":0.1923365212175565,"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."}}