{"id":"W3112615262","doi":"10.1161/jaha.119.015752","title":"Ultrafiltration in Acute Heart Failure: Implications of Ejection Fraction and Early Response to Treatment From CARRESS‐HF","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Ejection fraction; Ultrafiltration (renal); Heart failure; Cardiology; Internal medicine; Medicine; Fraction (chemistry); Chemistry; Chromatography","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":[0.002069541,0.0002793169,0.000570129,0.0002170101,0.000179842,0.0004857011,0.0002518907,0.0003730271,0.000742482],"category_scores_gemma":[0.002633519,0.00006882244,0.0008404952,0.0002285126,0.0002919551,0.0004054006,0.0003207774,0.000695353,0.00006604144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239086,"about_ca_system_score_gemma":0.000290364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003233366,"about_ca_topic_score_gemma":0.0005377736,"domain_scores_codex":[0.9993337,0.0003494489,0.00005492648,0.00007473406,0.00008476494,0.0001024084],"domain_scores_gemma":[0.9972175,0.001251765,0.0009385298,0.0001007344,0.00007786174,0.0004136042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03240673,0.0005506904,0.9385343,0.0001535082,0.0006429219,0.0002263629,0.0001010465,0.0003664789,0.003032265,0.0001113696,0.0002024678,0.02367189],"study_design_scores_gemma":[0.0005011376,0.004861298,0.9925494,0.00003127898,0.0002348117,0.0002098105,0.00006339406,0.0007402634,0.000474063,0.0001559484,0.00016758,0.0000109666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985405,0.001023828,0.0001000735,0.00009353289,0.00001113312,0.000009592154,0.00005394844,0.000001580928,0.0001656711],"genre_scores_gemma":[0.999575,0.0001328991,0.00009018306,0.00004451248,0.00003839551,0.000008368578,0.00007595333,6.240074e-7,0.0000341404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002069541,"threshold_uncertainty_score":0.01094496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479982819396363,"score_gpt":0.2914670371812257,"score_spread":0.276667208987262,"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."}}