{"id":"W4403284892","doi":"10.14740/cr1696","title":"Effect of Post-Loop Diuretic Urinary Sodium Level on Length of Stay and Rehospitalization in Acutely Decompensated Heart Failure Patients","year":2024,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diuretic; Medicine; Loop diuretic; Heart failure; Cardiology; Internal medicine; Acute decompensated heart failure; Sodium","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":[0.0005725059,0.0002383482,0.0003369135,0.0003103175,0.0003942588,0.0005223657,0.0002619357,0.0003676444,0.001290164],"category_scores_gemma":[0.001825281,0.0001438892,0.0005261755,0.0003555425,0.0001858882,0.0003532734,0.0003155963,0.0007475027,0.0001445548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955392,"about_ca_system_score_gemma":0.0003360262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235817,"about_ca_topic_score_gemma":0.003814648,"domain_scores_codex":[0.9996464,0.0001002582,0.00004575221,0.00006384405,0.00005668804,0.00008704082],"domain_scores_gemma":[0.9980336,0.0003734444,0.0006590991,0.00006792328,0.0001337313,0.0007321659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004383751,0.0001426295,0.9985625,0.000007554106,0.00004566836,0.00004648899,0.00003323055,0.00002171759,0.00007334372,0.00000408922,0.00003915427,0.0005853298],"study_design_scores_gemma":[0.000009978424,0.000528461,0.9991001,0.000004076115,0.00002385327,0.00006718228,0.00009540735,0.0001032293,0.00002456379,0.00000666752,0.00003377203,0.000002742735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995959,0.0001425552,0.00001097789,0.0000249887,0.000005697206,0.000003497023,0.00006403241,9.378474e-7,0.0001514672],"genre_scores_gemma":[0.9997781,0.00003603768,0.00001509134,0.0000116513,0.000006178058,0.000003344845,0.0000903361,3.615796e-7,0.0000588398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002235817,"threshold_uncertainty_score":0.004445612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629222743025773,"score_gpt":0.3683254788185901,"score_spread":0.3320332513883324,"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."}}