{"id":"W2951622431","doi":"10.1053/j.semtcvs.2019.05.034","title":"Aortic Valve Repair: From Concept to Future Targets","year":2019,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Aortic valve repair; Aortic valve; Aortic valve replacement; Surgery; Cardiology; Internal medicine; Aorta; Stenosis; Aortic root","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":[0.001251406,0.001031911,0.002378342,0.001983981,0.0003128967,0.002382672,0.00116926,0.001876425,0.004966633],"category_scores_gemma":[0.001645189,0.0003251511,0.0006597274,0.001731137,0.001050403,0.002522821,0.001158353,0.003894638,0.00170336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000950399,"about_ca_system_score_gemma":0.001782501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006717271,"about_ca_topic_score_gemma":0.00191028,"domain_scores_codex":[0.9996212,0.00008411489,0.00005570269,0.00006744411,0.0001313354,0.00004030388],"domain_scores_gemma":[0.9989548,0.0006660352,0.0001150239,0.00002024442,0.0001544088,0.00008940414],"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":[0.0001517275,0.00009477955,0.0001775812,0.02906503,0.0001683754,0.0002005886,0.00007090061,0.0004669325,0.000897187,0.009144517,0.06711823,0.8924442],"study_design_scores_gemma":[0.00008142297,0.0001433554,0.0007495615,0.0161432,0.0002602317,0.0009594781,0.0001368163,0.0001897311,0.0001618263,0.006927458,0.974212,0.0000350262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000235026,0.9987038,0.00005162976,0.0005363778,0.0003973495,0.000001346028,0.000006252204,0.000003448145,0.0002762916],"genre_scores_gemma":[0.0003168958,0.9980848,0.0001059287,0.0005837331,0.0006761911,0.000003070194,0.00001141517,9.952624e-7,0.0002170255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004966633,"threshold_uncertainty_score":0.01661509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708178451059635,"score_gpt":0.3539749685159293,"score_spread":0.326893184005333,"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."}}