{"id":"W1534539390","doi":"10.1016/j.ahj.2015.05.003","title":"Diuretic response in acute heart failure—an analysis from ASCEND-HF","year":2015,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre","funders":"","keywords":"Diuretic; Furosemide; Medicine; Nesiritide; Heart failure; Loop diuretic; Acute decompensated heart failure; Internal medicine; Cardiology; Renal function; Natriuretic peptide","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":[0.002292454,0.0007927464,0.002022418,0.0008176819,0.0003257345,0.001100331,0.0007108678,0.0005590117,0.001140729],"category_scores_gemma":[0.003276226,0.0002714275,0.002774861,0.00129208,0.0003305344,0.0009769966,0.001078859,0.001141471,0.0003058445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004100361,"about_ca_system_score_gemma":0.0003912195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148529,"about_ca_topic_score_gemma":0.002243938,"domain_scores_codex":[0.9980884,0.0007171044,0.0002317016,0.0003631932,0.0003864914,0.0002131185],"domain_scores_gemma":[0.9960592,0.001459154,0.001067802,0.0004901614,0.0004160982,0.0005076203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02593374,0.0003755426,0.9478829,0.0003848867,0.00686103,0.0001494774,0.0001043605,0.0005115056,0.0008755348,0.00008838651,0.001435174,0.01539742],"study_design_scores_gemma":[0.0007691771,0.001026539,0.9955047,0.00003671411,0.00133289,0.0001529791,0.00009532011,0.0003393477,0.00009835322,0.00006041876,0.0005634541,0.00002020081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920275,0.003338414,0.0002226997,0.00009764611,0.00003854654,0.00006246693,0.003366328,0.00001537302,0.0008310385],"genre_scores_gemma":[0.991072,0.0007522572,0.0002954446,0.0002509477,0.0001450158,0.0000804653,0.007097892,0.0000136023,0.0002922722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002292454,"threshold_uncertainty_score":0.01212382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258360016348913,"score_gpt":0.3323606366454553,"score_spread":0.306524635010564,"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."}}