{"id":"W4406089345","doi":"10.1016/j.jchf.2024.09.017","title":"Diuretic Potentiation Strategies in Acute Heart Failure","year":2025,"lang":"de","type":"review","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Heart failure; Long-term potentiation; Diuretic; Cardiology; Internal medicine; Intensive care medicine; Receptor","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001119155,0.002124873,0.005258809,0.002023952,0.0004011578,0.0006429336,0.0006131215,0.001954225,0.002403687],"category_scores_gemma":[0.0003164776,0.001858166,0.001817417,0.002806903,0.0002264725,0.0007564592,0.0005049641,0.002491297,0.006688727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008532528,"about_ca_system_score_gemma":0.003116255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004148056,"about_ca_topic_score_gemma":0.00151173,"domain_scores_codex":[0.9905198,0.001100883,0.002544871,0.002261181,0.001429742,0.002143508],"domain_scores_gemma":[0.9956692,0.0006908788,0.0004991455,0.002127251,0.0003307709,0.0006827364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001230272,0.00117949,0.005005293,0.03759761,0.003488984,0.000711216,0.0003941412,0.00002510628,0.00006925641,0.003096049,0.923245,0.02506489],"study_design_scores_gemma":[0.002757885,0.0004987058,0.001395675,0.0310153,0.007813387,0.00007731744,0.0006891369,0.00003254525,0.00002231974,0.0001624027,0.9542879,0.001247448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003883975,0.8460687,0.0002722924,0.1388395,0.002837345,0.009883791,0.0002478367,0.0005083953,0.0009538276],"genre_scores_gemma":[0.003304192,0.948384,0.01891331,0.002512346,0.002512102,0.001565175,0.004893905,0.0003788937,0.01753604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1363271,"threshold_uncertainty_score":0.99981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456781079315743,"score_gpt":0.3066273998004458,"score_spread":0.2920595890072883,"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."}}