{"id":"W2049077898","doi":"10.1053/j.jvca.2011.01.012","title":"Early Complications and Immediate Postoperative Outcomes of Paravalvular Leaks After Valve Replacement Surgery","year":2011,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Surgery; Cardiac surgery; 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":[0.0008062837,0.0004140291,0.0006421629,0.0008780601,0.0006793733,0.001320366,0.0005789495,0.0008111579,0.002560023],"category_scores_gemma":[0.007310135,0.0003775404,0.001069562,0.000813033,0.0006271716,0.001248759,0.0009130695,0.001629295,0.0003359347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156566,"about_ca_system_score_gemma":0.0005053894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008248535,"about_ca_topic_score_gemma":0.001378138,"domain_scores_codex":[0.9991878,0.0001599898,0.0001504437,0.00007716117,0.0001483592,0.0002762536],"domain_scores_gemma":[0.9905103,0.002905865,0.003753383,0.0003260973,0.0005017167,0.002002681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001246129,0.0001833076,0.9942919,0.0000255553,0.00007661698,0.0009889214,0.0001180636,0.00005967272,0.0002822736,0.0000277116,0.00004596039,0.002653877],"study_design_scores_gemma":[0.00002015481,0.0007166124,0.9960031,0.00001614102,0.00006210174,0.002364675,0.0003880456,0.0001139618,0.0001585852,0.00007171696,0.00006650006,0.00001853457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992129,0.0003381307,0.00006109148,0.00002551831,0.00001082739,0.000004400386,0.00005003938,0.0000019778,0.0002952136],"genre_scores_gemma":[0.9994961,0.000149797,0.00005287618,0.00001748697,0.00003243059,0.000005292156,0.0001189297,0.000002090669,0.0001250112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002560023,"threshold_uncertainty_score":0.008564115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158877678503172,"score_gpt":0.3043542714258687,"score_spread":0.282765494640837,"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."}}