{"id":"W1975449892","doi":"10.1097/00003643-200706003-00068","title":"Implications of paravalvular leaks after valve replacement surgery","year":2007,"lang":"en","type":"article","venue":"European Journal of Anaesthesiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Valve replacement; Surgery; 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":[0.001531029,0.0003327023,0.000711664,0.001217525,0.00142773,0.002416554,0.0008976335,0.002240335,0.01066448],"category_scores_gemma":[0.03465766,0.0002561412,0.0006889832,0.0008605812,0.001643294,0.002589021,0.0007857128,0.002206412,0.0007714255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009991403,"about_ca_system_score_gemma":0.001976433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371285,"about_ca_topic_score_gemma":0.001888575,"domain_scores_codex":[0.9979312,0.0008190126,0.0002900554,0.0001607936,0.0004060292,0.0003928718],"domain_scores_gemma":[0.9776263,0.01148454,0.005500482,0.0006912421,0.002269954,0.002427468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006469342,0.0008342061,0.7808588,0.0009108943,0.0003353517,0.07294181,0.001320654,0.0006873106,0.001455644,0.007135663,0.006075823,0.1209745],"study_design_scores_gemma":[0.0004971697,0.002488591,0.8172415,0.001014206,0.0007161981,0.1288633,0.01138419,0.002306144,0.001081945,0.02318463,0.01105125,0.0001709027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216118,0.02260406,0.001024077,0.03237853,0.00129248,0.00004585304,0.0002645123,0.00003818417,0.02074055],"genre_scores_gemma":[0.9939108,0.002949378,0.0002180312,0.0008108275,0.001597617,0.000005015742,0.00006106604,0.000007040313,0.0004402245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066448,"threshold_uncertainty_score":0.0356763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087383480881463,"score_gpt":0.3145163451606166,"score_spread":0.293642510351802,"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."}}