{"id":"W2165853796","doi":"10.1016/j.jval.2013.03.054","title":"Treating acute heart failure in the elderly: A comparison of three inpatient treatment alternatives in the United States","year":2013,"lang":"en","type":"article","venue":"Value in Health","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Nesiritide; Heart failure; Cardiogenic shock; Propensity score matching; Internal medicine; Mortality rate; Emergency medicine; Myocardial infarction; 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":[0.00202025,0.000253889,0.0009097704,0.000568889,0.0007493665,0.00118826,0.0005593096,0.0008167135,0.00195443],"category_scores_gemma":[0.006302357,0.000183943,0.001038521,0.000923006,0.0004701732,0.0007052228,0.0009097384,0.001041403,0.00008684148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183414,"about_ca_system_score_gemma":0.00238945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085908,"about_ca_topic_score_gemma":0.0297912,"domain_scores_codex":[0.9983693,0.0009489853,0.0001894402,0.00006539265,0.0002549264,0.0001720104],"domain_scores_gemma":[0.995859,0.001570164,0.0009714932,0.00009866268,0.0002892008,0.001211567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1324414,0.0290481,0.295388,0.002737658,0.002633836,0.0005896733,0.002044626,0.00883956,0.001917979,0.004233983,0.007054253,0.5130709],"study_design_scores_gemma":[0.02339813,0.08556618,0.8545955,0.00176971,0.003136355,0.0005948428,0.009590943,0.01103716,0.001045042,0.001929174,0.007195118,0.0001418473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903941,0.004854572,0.0002559389,0.001183773,0.00009413705,0.0001815768,0.0002628051,0.000009574217,0.002763496],"genre_scores_gemma":[0.9949528,0.003268518,0.0005637371,0.0006430804,0.00005705887,0.0001084501,0.0002768458,0.000002822135,0.0001267792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01085908,"threshold_uncertainty_score":0.02159172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06826388410850617,"score_gpt":0.3529598621093878,"score_spread":0.2846959780008816,"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."}}