{"id":"W4220920212","doi":"10.1007/s00392-022-01998-0","title":"Very early infective endocarditis after transcatheter aortic valve replacement","year":2022,"lang":"en","type":"article","venue":"Clinical Research in Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center; St. Michael's Hospital; Université Laval","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Infective endocarditis; Endocarditis; Valve replacement; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007283648,0.0002098989,0.0009937148,0.0005359546,0.0001934551,0.00002311114,0.000222415,0.0001484941,0.0006919279],"category_scores_gemma":[0.001419553,0.000199824,0.00144073,0.0005777451,0.0005590585,0.00007316179,0.0007004896,0.00227079,0.0002028901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007720449,"about_ca_system_score_gemma":0.0002566323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001565172,"about_ca_topic_score_gemma":0.000009614403,"domain_scores_codex":[0.9920245,0.004247393,0.0008128846,0.0009589476,0.0009343133,0.001021897],"domain_scores_gemma":[0.9955661,0.003039131,0.00006924596,0.000816611,0.0002326427,0.0002762601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007667133,0.0005749828,0.968089,0.000045826,0.00108977,0.0007360067,0.0001910598,0.00008790676,0.00001778706,0.0005614152,0.007716672,0.02012282],"study_design_scores_gemma":[0.003050776,0.005150373,0.9100918,0.00004047838,0.0001069463,0.00009507915,0.0002048686,0.00001973786,0.0000186834,0.001683611,0.07937103,0.0001666001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721863,0.0006112546,0.0001861797,0.0005438416,0.001346135,0.001725134,0.00004922295,0.000048326,0.02330363],"genre_scores_gemma":[0.9922107,0.001038734,0.0000361693,0.001134162,0.0007448196,0.004683506,0.00003229633,0.00004206091,0.00007757726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07165436,"threshold_uncertainty_score":0.9865577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133009568312444,"score_gpt":0.4663823221307496,"score_spread":0.3333727538183057,"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."}}