{"id":"W2981263604","doi":"10.1016/j.rcl.2019.08.001","title":"Imaging of Acute Renal Failure in the Hospital Setting","year":2019,"lang":"en","type":"review","venue":"Radiologic Clinics of North America","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Acute kidney injury; Hyperkalemia; Renal function; Intensive care medicine; Uremia; Intensive care unit; Intravascular volume status; Volume overload; Kidney disease; Internal medicine; Cardiology; Heart failure","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001241022,0.0004509223,0.003551535,0.0003421987,0.00003662517,0.000009849116,0.001094508,0.0002607149,0.0000691567],"category_scores_gemma":[0.00176605,0.000260684,0.001099513,0.0009914165,0.0006329889,0.00005600305,0.000267433,0.001831256,0.00005690739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009205071,"about_ca_system_score_gemma":0.001058924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001831306,"about_ca_topic_score_gemma":0.000001487406,"domain_scores_codex":[0.9958772,0.0006005084,0.001778335,0.0006005174,0.0005893931,0.0005540114],"domain_scores_gemma":[0.9945237,0.002231616,0.001703002,0.0012308,0.0001847523,0.0001261189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004804277,0.0001907816,0.01864671,0.005138076,0.0006257388,0.0002357749,0.000135854,6.727179e-7,3.74099e-7,0.000003966265,0.02279204,0.952182],"study_design_scores_gemma":[0.000614554,0.001428369,0.002034802,0.004252419,0.001971216,0.0002847615,0.0001160926,0.00005241287,1.411388e-7,0.00001202379,0.9889424,0.0002907346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001045734,0.9931787,0.00004129106,0.001226272,0.0001867992,0.002323368,0.0011557,0.00002853458,0.0008135638],"genre_scores_gemma":[0.000961842,0.9949195,0.002083324,0.0003811327,0.0002346196,0.00008661706,0.001197037,0.00004735026,0.00008857703],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9661505,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04867342819321833,"score_gpt":0.3990448851753351,"score_spread":0.3503714569821167,"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."}}