{"id":"W163903835","doi":"10.1161/circ.124.suppl_21.a16736","title":"Abstract 16736: Medical vs. Surgical Management of Perivalvular Abscess in Infective Endocarditis: A Propensity Analysis From the International Collaboration on Endocarditis Prospective Cohort Study (ICE-PCS)","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fowler Kennedy Sport Medicine Clinic","funders":"","keywords":"Medicine; Endocarditis; Infective endocarditis; Abscess; Prospective cohort study; Cohort; Surgery; General surgery; Internal medicine","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":[0.006328193,0.0003707452,0.0006982107,0.001130018,0.0003912538,0.0008882869,0.000483545,0.0004343387,0.002020428],"category_scores_gemma":[0.01032044,0.0002643228,0.00203241,0.001462184,0.0004087751,0.0004965097,0.0008771602,0.000608835,0.0001654197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968464,"about_ca_system_score_gemma":0.0004229221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795563,"about_ca_topic_score_gemma":0.001708076,"domain_scores_codex":[0.9970393,0.001498939,0.0003575243,0.0005257932,0.0003555186,0.0002229033],"domain_scores_gemma":[0.9913254,0.003711175,0.002834707,0.001129386,0.0004231094,0.0005763561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002825276,0.00005141634,0.9925042,0.0000338294,0.001249655,0.00005748162,0.00005560545,0.0005007914,0.0001761005,0.0000989476,0.0003472498,0.002099396],"study_design_scores_gemma":[0.0004478684,0.001036415,0.9895822,0.00002679899,0.001152119,0.0004220294,0.0002737156,0.005901515,0.000201374,0.0003203895,0.0006143159,0.0000212723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976541,0.0002326059,0.0009936068,0.00004594268,0.00001617746,0.00003714581,0.0008349853,0.000005497006,0.0001798946],"genre_scores_gemma":[0.9983805,0.00005841189,0.0003563722,0.00001962462,0.00001575575,0.00003101989,0.001070011,0.000004309682,0.00006396426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006328193,"threshold_uncertainty_score":0.03346711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440045588356649,"score_gpt":0.2882607681979958,"score_spread":0.2638603123144293,"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."}}