{"id":"W4385738718","doi":"10.1002/ejhf.2985","title":"Decongestion Strategies In Patients Presenting with Acutely Decompensated Heart Failure: A Worldwide Survey Among Physicians","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Acute decompensated heart failure; Furosemide; Heart failure; Diuretic; Intensive care medicine; Dosing; Diuresis; Internal medicine; Renal function","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":[0.001730956,0.0001928289,0.0002721217,0.001190953,0.0003165311,0.0007038087,0.000299939,0.0006894082,0.001256133],"category_scores_gemma":[0.006018872,0.0002292663,0.000380976,0.001494666,0.0003318954,0.0007844518,0.0007990474,0.0004936737,0.0002777342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087275,"about_ca_system_score_gemma":0.0003998762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005561936,"about_ca_topic_score_gemma":0.004564918,"domain_scores_codex":[0.9983235,0.0005766636,0.0003278396,0.0002611214,0.0003036833,0.0002070688],"domain_scores_gemma":[0.9924258,0.001564189,0.004477846,0.0001810905,0.000584376,0.0007666154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000265673,0.00003368008,0.9970776,0.00003919696,0.00002323572,0.00004259705,0.0005568264,0.00002144261,0.0001007673,0.000008224649,0.0001474393,0.001922422],"study_design_scores_gemma":[0.000003681356,0.00008166669,0.9978532,0.00003070848,0.000008298572,0.0001603886,0.001501503,0.00008495071,0.00002565097,0.000005503055,0.0002403598,0.000004027684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982932,0.0005366996,0.00006188678,0.0002954005,0.000005689504,0.0000141516,0.0003471143,0.000003418265,0.0004422864],"genre_scores_gemma":[0.9991612,0.0003067029,0.00006860011,0.0001393431,0.00001077742,0.0000122893,0.0002427618,0.000001280412,0.00005704396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005561936,"threshold_uncertainty_score":0.01105917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784930756442704,"score_gpt":0.259268719732044,"score_spread":0.241419412167617,"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."}}