{"id":"W3014402739","doi":"10.1002/ejhf.1796","title":"Association Between Loop Diuretic Dose Changes and Outcomes in Chronic Heart Failure: Observations from the ESC-EORP Heart Failure Long-Term Registry","year":2020,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Abbott Vascular; Novartis Pharma; Servier; Bayer; Gedeon Richter; Boston Scientific Corporation; Daiichi Sankyo Europe; Sanofi; Daiichi-Sankyo; Amgen; Pfizer; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; ResMed","keywords":"Medicine; Heart failure; Hazard ratio; Loop diuretic; Interquartile range; Ejection fraction; Internal medicine; Cardiology; Diuretic; Confidence interval; Heart failure with preserved ejection fraction; Odds ratio","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001214294,0.0004568367,0.001015509,0.0001713054,0.0002585751,0.0002169539,0.0003054003,0.0001534944,0.0002222327],"category_scores_gemma":[0.0005686684,0.0003258501,0.0003181122,0.0004851433,0.000114295,0.0003563817,0.000198256,0.001246527,0.0001623845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247381,"about_ca_system_score_gemma":0.0002375891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005331669,"about_ca_topic_score_gemma":0.0009339392,"domain_scores_codex":[0.9963547,0.0007604315,0.0009390858,0.0004867472,0.0008736601,0.0005854034],"domain_scores_gemma":[0.9977544,0.000543171,0.0004736772,0.0005177018,0.0002275351,0.0004834985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004929032,0.00007561888,0.7430476,0.00007911452,0.0003922551,0.0001491356,0.0005375636,0.00001026633,0.002294161,0.00001296638,0.2531095,0.0002424818],"study_design_scores_gemma":[0.002839933,0.0006618667,0.6541087,0.0004296913,0.0004407906,0.00004839944,0.000325522,0.00001264087,0.0002039603,0.00001138045,0.3407071,0.0002100192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5023748,0.0006958765,0.00006194703,0.4961729,0.000099078,0.000502848,0.00003017853,0.00004794703,0.00001445217],"genre_scores_gemma":[0.9808896,0.0001313761,0.008787517,0.007218235,0.001998706,0.000009836544,0.0001021938,0.0001016904,0.0007608031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4889547,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03579175167568047,"score_gpt":0.2685811360146377,"score_spread":0.2327893843389573,"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."}}