{"id":"W4296248560","doi":"10.1111/jocs.16951","title":"Ross procedure for acute infective endocarditis","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Infective endocarditis; Endocarditis; Surgery; Prosthesis; Ross procedure; Aortic valve; Intensive care medicine; Aortic valve replacement; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002751907,0.0006709222,0.0006501807,0.000874424,0.001162107,0.0006029753,0.0002797454,0.001331972,0.001936287],"category_scores_gemma":[0.001093475,0.0002164107,0.0008095989,0.0002159937,0.0005309274,0.0006768287,0.000598559,0.001583677,0.000840303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003947348,"about_ca_system_score_gemma":0.0007489877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004349625,"about_ca_topic_score_gemma":0.001109814,"domain_scores_codex":[0.9998173,0.00002723756,0.0000258504,0.00002068145,0.00003980325,0.00006908814],"domain_scores_gemma":[0.9995126,0.00008481311,0.00007462529,0.00002058978,0.00002338871,0.000284092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003005392,0.0001959757,0.04536985,0.0001258866,0.00004330495,0.9125615,0.000379677,0.0003713372,0.01522511,0.0007456961,0.001818291,0.02286286],"study_design_scores_gemma":[0.00002577214,0.0006399961,0.0247762,0.00008449834,0.0000174594,0.9691371,0.0001889579,0.0005485541,0.001547584,0.0004778523,0.002531612,0.00002444354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429798,0.01408125,0.01587227,0.006446072,0.0009031473,0.0002224006,0.0001299051,0.0003951044,0.01897012],"genre_scores_gemma":[0.9867499,0.003775435,0.005324943,0.001228812,0.0008321201,0.0000362643,0.0001134636,0.00003707248,0.001901976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001936287,"threshold_uncertainty_score":0.006477535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509854172173619,"score_gpt":0.2960947513038787,"score_spread":0.2809962095821425,"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."}}