{"id":"W3014418364","doi":"10.1093/ejcts/ezaa078","title":"The Ross procedure is a safe and durable option in adults with infective endocarditis: a multicentre study","year":2020,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; London Health Sciences Centre; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Infective endocarditis; Endocarditis; Surgery; Incidence (geometry); Concomitant; Ross procedure; Cumulative incidence; Internal medicine; Transplantation; Aortic valve replacement","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":[],"consensus_categories":[],"category_scores_codex":[0.002337335,0.0002419239,0.000707198,0.000168609,0.0001804221,0.0001022602,0.00008387332,0.00002100078,0.000009128791],"category_scores_gemma":[0.0006838274,0.0001561678,0.0002765903,0.0004128803,0.00008192172,0.0002556201,0.00007620749,0.0004604377,0.00001284395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054267,"about_ca_system_score_gemma":0.00009438855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007989563,"about_ca_topic_score_gemma":0.000005754458,"domain_scores_codex":[0.9967956,0.001387351,0.0006185135,0.0003009465,0.0005557124,0.000341865],"domain_scores_gemma":[0.998418,0.0003881429,0.0004024407,0.0001716868,0.0004008205,0.0002189009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003144205,0.0005094833,0.7834481,0.0003432231,0.002035593,0.01484453,0.01325586,0.0002759475,0.00005099677,0.00001019896,0.01114235,0.1709395],"study_design_scores_gemma":[0.002523631,0.0009378253,0.9746199,0.000821155,0.0003986765,0.000789673,0.007909263,0.00003952816,0.0001679873,0.000001796995,0.01160302,0.0001875676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925097,0.002294729,0.0002377697,0.0008667972,0.0001917463,0.0008615782,0.000006707947,0.00002363806,0.003007393],"genre_scores_gemma":[0.9971231,0.00165566,0.00005515419,0.0005586424,0.000526061,0.00002137795,0.000002255511,0.00004964992,0.000008145112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1911718,"threshold_uncertainty_score":0.6368338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687976522676125,"score_gpt":0.2598112022937107,"score_spread":0.2429314370669495,"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."}}