{"id":"W4388784499","doi":"10.1016/j.ejim.2023.11.002","title":"Prognostic role of mitral regurgitation in patients with advanced heart failure","year":2023,"lang":"en","type":"article","venue":"European Journal of Internal Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"Humanitas Research Hospital","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Cardiology; Cardiogenic shock; Mitral regurgitation; Population; Cause of death; Inotrope; Myocardial infarction; Disease","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":[0.0006805861,0.0004273168,0.000608632,0.000818869,0.0003632841,0.0008733136,0.000381924,0.0009274031,0.001969957],"category_scores_gemma":[0.003542779,0.0002001302,0.0006290624,0.0007507171,0.0003964119,0.0008313626,0.000589411,0.001198546,0.0002601465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745487,"about_ca_system_score_gemma":0.0002713827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000927529,"about_ca_topic_score_gemma":0.001345616,"domain_scores_codex":[0.9996106,0.0001205473,0.00005686436,0.00005502512,0.00006721519,0.00008975614],"domain_scores_gemma":[0.9978036,0.0006747424,0.0007179137,0.00009711135,0.0001559426,0.0005506551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003337086,0.00004018407,0.9973676,0.00001417371,0.0000624505,0.0001585319,0.00003722901,0.00006187965,0.000138635,0.00002841375,0.00009387672,0.001663356],"study_design_scores_gemma":[0.00001524919,0.0001277799,0.99862,0.00001095447,0.00005864339,0.0004613867,0.000122793,0.0003437408,0.00002951222,0.00007268898,0.00013007,0.000007152386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968605,0.001420794,0.00009004139,0.0003167254,0.00005304292,0.000004340777,0.000190141,0.000005831425,0.001058586],"genre_scores_gemma":[0.9992262,0.000227225,0.00006444527,0.00004332043,0.0001233857,0.000001902732,0.0001989151,0.000001281064,0.0001132555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001969957,"threshold_uncertainty_score":0.006590188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005375583377140068,"score_gpt":0.2733471714099369,"score_spread":0.2679715880327969,"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."}}