{"id":"W2001861924","doi":"10.1161/circulationaha.106.658831","title":"The Impact of Valve Surgery on 6-Month Mortality in Left-Sided Infective Endocarditis","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Infective endocarditis; Surgery; Hazard ratio; Propensity score matching; Confidence interval; Randomized controlled trial; Endocarditis; Proportional hazards model; Logistic regression; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009734549,0.000116994,0.0002945233,0.0001882204,0.00006072884,0.00001185557,0.000027926,0.00005136645,0.00003200749],"category_scores_gemma":[0.000753352,0.00008507955,0.0004516913,0.0002147122,0.00005459018,0.00007992187,0.00001560823,0.0001224433,0.000008613599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004615191,"about_ca_system_score_gemma":0.00006072683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008929159,"about_ca_topic_score_gemma":0.0001828842,"domain_scores_codex":[0.9988895,0.00009558054,0.0003359456,0.0001809497,0.0002656131,0.0002323927],"domain_scores_gemma":[0.9984109,0.0009922171,0.0001488821,0.0002709227,0.0001268879,0.00005020201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002157813,0.0001534537,0.9847989,0.00001319433,0.000253875,0.00002539703,0.0001159721,0.00133504,0.0002337711,0.001994297,0.0003454685,0.01070906],"study_design_scores_gemma":[0.0005416684,0.00009282185,0.996799,0.00009930359,0.00005598079,0.000007204417,0.00005259152,0.0001311723,0.0009620598,0.001116874,0.00006410112,0.00007720243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729399,0.00009196837,0.0007425281,0.0000108553,0.0002243462,0.0005738798,0.000005964895,0.00002314211,0.02538743],"genre_scores_gemma":[0.9996693,0.00008554773,0.000004051019,0.00004247275,0.0001258481,0.00001989003,0.00003908672,0.00001273858,0.000001056253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02672942,"threshold_uncertainty_score":0.3469443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114631290969249,"score_gpt":0.3390865725880029,"score_spread":0.3079402596783104,"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."}}