{"id":"W1963737815","doi":"10.1159/000110035","title":"Decompensated Heart Failure in the Setting of Kidney Dysfunction: A Community-Wide Perspective","year":2007,"lang":"en","type":"article","venue":"Nephron Clinical Practice","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute; Vanderbilt Memory and Alzheimer's Center","keywords":"Medicine; Renal function; Heart failure; Kidney disease; Digoxin; Internal medicine; Acute kidney injury; Kidney; Nephrology; Intensive care medicine; Acute decompensated heart failure; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009901959,0.0001523032,0.0003992706,0.0001062356,0.0001585791,0.00002161543,0.000138424,0.0001529254,0.0001553826],"category_scores_gemma":[0.02453747,0.0001067975,0.0001635657,0.0004890694,0.0001277996,0.0002440273,0.00007892357,0.001435768,0.0001213687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375019,"about_ca_system_score_gemma":0.0002017636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227976,"about_ca_topic_score_gemma":0.001121268,"domain_scores_codex":[0.9968998,0.001390162,0.0007823158,0.000228088,0.0004126443,0.0002869536],"domain_scores_gemma":[0.9869455,0.01171104,0.0002450613,0.0005884244,0.000298902,0.0002111265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00522258,0.00922678,0.2689088,0.0001968161,0.0008526379,0.0003880556,0.009812644,0.000007914747,0.0004329595,0.006166547,0.6902443,0.008540044],"study_design_scores_gemma":[0.003342601,0.001128363,0.1828323,0.0001044982,0.0003525992,0.00008434843,0.03179563,0.00002795996,0.00005142307,0.0001694475,0.7800099,0.0001009359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.294558,0.0001057825,0.000909483,0.6502836,0.0003648547,0.00164532,0.000003006194,0.0001057639,0.0520241],"genre_scores_gemma":[0.9254745,0.00002810571,0.02185233,0.05212377,0.0002461692,0.00001322462,0.00001988264,0.00001756265,0.0002244729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6309165,"threshold_uncertainty_score":0.9836792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05300060244908068,"score_gpt":0.4187633472900741,"score_spread":0.3657627448409934,"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."}}