{"id":"W3028129462","doi":"10.1053/j.semtcvs.2020.04.006","title":"Lights and Shadows on the Ross Procedure: Biological Solutions for Biological Problems","year":2020,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Aortic root; Biocompatibility; Population; Dilation (metric space); Aorta; Aortic valve; Biomedical engineering; Surgery; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00137443,0.0005460914,0.002978286,0.000138104,0.0002395741,0.00005232906,0.00008928139,0.000495782,0.000007534939],"category_scores_gemma":[0.0005884642,0.0002844319,0.00614037,0.0003777935,0.0002481266,0.00002905589,0.0001545126,0.0003977744,0.000009564442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007246975,"about_ca_system_score_gemma":0.0002106914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004719166,"about_ca_topic_score_gemma":2.999285e-7,"domain_scores_codex":[0.9973602,0.0004045849,0.0005103438,0.0009221934,0.000273384,0.0005292814],"domain_scores_gemma":[0.9980292,0.001057646,0.0001194375,0.0005025864,0.00005038631,0.0002406997],"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":[0.00008997638,0.00013438,0.001632338,0.004234489,0.00484204,0.0001606984,0.00003317621,6.552681e-7,1.099559e-7,0.0001282381,0.001056699,0.9876872],"study_design_scores_gemma":[0.0002677907,0.0002164989,0.001372755,0.01280276,0.006152412,0.0003874173,0.00008622704,0.000006942812,6.03211e-7,0.000208487,0.9780523,0.0004458625],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001582415,0.9947122,0.00002410675,0.0001308362,0.0001648068,0.002975604,0.0002200146,0.00005514309,0.0001349082],"genre_scores_gemma":[0.005788129,0.9915916,0.0000285711,0.0001089905,0.0002790873,0.001738981,0.0003853614,0.00004699409,0.00003226211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9872413,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10883728958352,"score_gpt":0.3645063686100897,"score_spread":0.2556690790265697,"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."}}