{"id":"W2169443318","doi":"10.1016/j.ejcts.2009.06.051","title":"Postoperative lipid-lowering therapy and bioprosthesis structural valve deterioration: justification for a randomised trial?","year":2009,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Aortic valve replacement; Incidence (geometry); Aortic valve; Observational study; Prospective cohort study; Randomized controlled trial; 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":[0.03309982,0.00116444,0.007094823,0.0005978149,0.0008072451,0.002994782,0.00191736,0.009762625,0.008820834],"category_scores_gemma":[0.05451325,0.0007124243,0.005577256,0.001484993,0.003191365,0.002956615,0.0009759988,0.005029771,0.001213036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362849,"about_ca_system_score_gemma":0.002994987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263592,"about_ca_topic_score_gemma":0.001479517,"domain_scores_codex":[0.9722146,0.02139856,0.003233082,0.001361603,0.001163208,0.0006289009],"domain_scores_gemma":[0.9522977,0.03536549,0.005896406,0.002512745,0.001945623,0.001982023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.9374812,0.001813349,0.004003107,0.007997504,0.008812242,0.0001204117,0.0001348071,0.0004437108,0.0006317369,0.001673669,0.002384687,0.03450359],"study_design_scores_gemma":[0.9569209,0.02350038,0.002886378,0.002637764,0.005117289,0.00009768325,0.0001179057,0.001046469,0.0002593227,0.002743664,0.004617558,0.0000547347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6237162,0.2309108,0.00786782,0.06773555,0.03910055,0.01959677,0.002337896,0.0003227946,0.008411712],"genre_scores_gemma":[0.877872,0.03385591,0.01515551,0.03433348,0.01457687,0.01844147,0.001170748,0.00008713584,0.004506735],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03309982,"threshold_uncertainty_score":0.1750507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04553543732873913,"score_gpt":0.3447438538701488,"score_spread":0.2992084165414096,"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."}}