{"id":"W4393254665","doi":"10.1053/j.jvca.2024.03.033","title":"Mitral Valve Repair in Patients with Chronic Kidney Disease: Long-Term Outcomes and Cardiac Remodeling","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiology; Kidney disease; Internal medicine; Mitral valve","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":[0.0006782667,0.0003160697,0.0004901161,0.0006715706,0.0006127151,0.001182099,0.0003843487,0.0009663362,0.001803275],"category_scores_gemma":[0.00206171,0.0002069392,0.000748865,0.0009494455,0.0004179625,0.001108173,0.0008005007,0.001215603,0.0002220798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003813766,"about_ca_system_score_gemma":0.0004767287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874831,"about_ca_topic_score_gemma":0.003963684,"domain_scores_codex":[0.9995793,0.00007490849,0.00006064997,0.00007305911,0.00006878535,0.0001433718],"domain_scores_gemma":[0.9982724,0.0002310668,0.0008364244,0.00007644746,0.0001333986,0.0004501615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001480065,0.00007013529,0.9975484,0.00001575259,0.00008457148,0.0001205754,0.00003629273,0.00002810675,0.00009205274,0.00003828947,0.00008435062,0.001733481],"study_design_scores_gemma":[0.00001141147,0.0001321553,0.998789,0.0000186668,0.00006470225,0.0003505991,0.0002139964,0.0001201269,0.00002963712,0.0001031918,0.0001586829,0.000007863106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970871,0.001491089,0.00007537116,0.000272203,0.0000423981,0.000005878811,0.0002314845,0.000002457473,0.0007920294],"genre_scores_gemma":[0.998332,0.000653734,0.00006492887,0.000112964,0.0001428129,0.000006312269,0.0004460602,0.000001345085,0.0002398466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001874831,"threshold_uncertainty_score":0.006032586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008146334662285386,"score_gpt":0.296554709012568,"score_spread":0.2884083743502826,"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."}}