{"id":"W2104547465","doi":"10.1056/nejmoa1210357","title":"Ultrafiltration in Decompensated Heart Failure with Cardiorenal Syndrome","year":2012,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":984,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute","keywords":"Cardiorenal syndrome; Medicine; Acute decompensated heart failure; Heart failure; Ultrafiltration (renal); Diuretic; Intensive care medicine; Renal function; Cardiology; Internal medicine","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":[0.0006743576,0.000215241,0.0004161611,0.0001395313,0.0001506409,0.0001540782,0.0001396791,0.0001971638,0.0008413795],"category_scores_gemma":[0.001553104,0.00005308146,0.0002330212,0.0001163926,0.0002588051,0.0001456178,0.0001707878,0.0003061815,0.00007926894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800467,"about_ca_system_score_gemma":0.0003072532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002100921,"about_ca_topic_score_gemma":0.0003604307,"domain_scores_codex":[0.9997241,0.0001447883,0.00003988743,0.00002612172,0.0000342961,0.00003074789],"domain_scores_gemma":[0.9993306,0.0002888872,0.0001952229,0.00002714782,0.000021033,0.0001370213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2261946,0.00939352,0.2529073,0.002079652,0.001067721,0.00174142,0.0004004218,0.004305787,0.03843202,0.0008915042,0.001397054,0.4611892],"study_design_scores_gemma":[0.06601364,0.3296919,0.5818589,0.0003841422,0.0008023317,0.004558855,0.0002775835,0.004215371,0.006899472,0.001184463,0.004073773,0.00003953473],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970011,0.002249327,0.0002908127,0.000107003,0.00002166819,0.00008115337,0.00002133262,0.00000341864,0.0002242717],"genre_scores_gemma":[0.9987761,0.000637729,0.0003471897,0.0000637726,0.00003378214,0.00004723448,0.00004420564,4.511329e-7,0.00004950953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008413795,"threshold_uncertainty_score":0.003566384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481409509470498,"score_gpt":0.2629819474849929,"score_spread":0.2481678523902879,"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."}}