{"id":"W3180004349","doi":"10.14740/cr1265","title":"Trial of Oral Diuretics Prior to Discharge Is Not Associated With Improved Outcomes in Decompensated Heart Failure","year":2021,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diuretic; Acute decompensated heart failure; Heart failure; Guideline; Internal medicine; Retrospective cohort study; Cohort; Cardiology; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094264,0.0001092412,0.0003999687,0.0001554778,0.0002538019,0.0006356043,0.0002368321,0.0003236743,0.001000222],"category_scores_gemma":[0.006221723,0.00007384856,0.000479755,0.0003376469,0.0001947847,0.0002519051,0.0002138091,0.0006374506,0.00008010588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288798,"about_ca_system_score_gemma":0.0006723753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132361,"about_ca_topic_score_gemma":0.003264835,"domain_scores_codex":[0.9992425,0.0002602594,0.0001384651,0.0001102738,0.0001557298,0.00009285245],"domain_scores_gemma":[0.9945285,0.001399535,0.002744853,0.0002217016,0.0003302202,0.0007752858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.004080855,0.0005568494,0.9814025,0.0001135208,0.000283579,0.00006161469,0.00005116394,0.00006949991,0.0004429434,0.00002119694,0.0002514012,0.01266497],"study_design_scores_gemma":[0.000453963,0.002836855,0.995461,0.00008701762,0.0002425622,0.0001311187,0.00007925931,0.0002188852,0.0001817007,0.00003948748,0.0002631431,0.000004896709],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985048,0.0007596567,0.00005064964,0.0001624296,0.00002247875,0.00001686393,0.0001178516,0.000002315432,0.0003629011],"genre_scores_gemma":[0.9993432,0.0002292581,0.00009231541,0.0001149265,0.00002213914,0.00001009704,0.0001437653,8.675316e-7,0.00004335014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00132361,"threshold_uncertainty_score":0.005787134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07559572274551611,"score_gpt":0.3988331567737982,"score_spread":0.3232374340282821,"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."}}