{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001325974,0.0001614371,0.001084364,0.0002878358,0.00006462971,0.00001468928,0.0001012723,0.0001908687,0.0001064155],"category_scores_gemma":[0.001201617,0.0001149568,0.0001521407,0.0007161289,0.000155521,0.00003313032,0.0001821376,0.0004413568,0.00004627849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593624,"about_ca_system_score_gemma":0.0003606589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006305371,"about_ca_topic_score_gemma":0.0003030119,"domain_scores_codex":[0.9975932,0.0005812023,0.000332505,0.0004248604,0.0004591652,0.0006090905],"domain_scores_gemma":[0.9983993,0.0003678307,0.00003290047,0.0004949293,0.0005134295,0.0001916593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0226146,0.00113138,0.8923922,0.0001012836,0.002263465,0.0008728241,0.0008457928,0.000006938399,0.03817912,0.0003346083,0.04017693,0.001080919],"study_design_scores_gemma":[0.1487841,0.009510858,0.7455319,0.0002440666,0.0004070211,0.00005788241,0.001426188,0.0001097931,0.03519741,0.00008252846,0.0581631,0.0004852612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558745,0.00002980028,0.00002227535,0.041837,0.00009280966,0.001663237,0.00002509682,0.00002740634,0.0004278818],"genre_scores_gemma":[0.994575,0.00001139711,0.001454514,0.0005350993,0.00005007561,0.0001541091,0.0000762831,0.00002418675,0.003119327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1468603,"threshold_uncertainty_score":0.4687802,"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."}}