{"id":"W4205505690","doi":"10.1097/hco.0000000000000951","title":"Valve-sparing aortic root replacement: a primer for cardiologists","year":2022,"lang":"en","type":"article","venue":"Current Opinion in Cardiology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Western University; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Aortic root; Aortic valve; Root (linguistics); Aortic valve replacement; Aorta; Selection (genetic algorithm)","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":[0.001776264,0.0006995408,0.001316302,0.002102098,0.0006515159,0.002298832,0.001121074,0.004247,0.003410578],"category_scores_gemma":[0.005636671,0.000289299,0.0005378564,0.001081306,0.001269355,0.004389902,0.0009171046,0.007447925,0.002528011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000822892,"about_ca_system_score_gemma":0.002286295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006220968,"about_ca_topic_score_gemma":0.001310753,"domain_scores_codex":[0.9994797,0.0001370705,0.0001012275,0.00005513347,0.0001847925,0.00004199416],"domain_scores_gemma":[0.9947438,0.00291673,0.0004718462,0.00008966283,0.001134325,0.0006436402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007337473,0.0001128007,0.0008870663,0.008415576,0.00005410303,0.001364926,0.0003389994,0.0002910096,0.000906861,0.007619748,0.4048513,0.5750841],"study_design_scores_gemma":[0.00002105092,0.000121502,0.0009359453,0.01379387,0.00005793242,0.006528602,0.0004262128,0.0001565321,0.0001159684,0.007086659,0.9707159,0.00003975445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001555449,0.9539886,0.0005274679,0.036305,0.007743987,0.000005994887,0.00001347547,0.00002777875,0.001232089],"genre_scores_gemma":[0.001515124,0.9455122,0.001307139,0.01836258,0.03241637,0.00002424918,0.00003283098,0.00001252091,0.0008170588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004247,"threshold_uncertainty_score":0.01140952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10547776126781,"score_gpt":0.3746558043081629,"score_spread":0.269178043040353,"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."}}