{"id":"W4210654490","doi":"10.24908/pocus.v7ikidney.14989","title":"Ultrasonography in Acute Kidney Injury","year":2022,"lang":"en","type":"review","venue":"POCUS Journal","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute kidney injury; Medicine; Creatinine; Renal function; Intensive care medicine; Metabolic acidosis; Intensive care unit; Kidney disease; Internal medicine; Incidence (geometry); Urinalysis; Mortality rate; Urine","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":[0.001362972,0.00127488,0.002182723,0.005543405,0.0003446816,0.001425916,0.001173749,0.001785996,0.004634863],"category_scores_gemma":[0.002625049,0.0003854675,0.0007279772,0.00437466,0.001079725,0.001958325,0.001248367,0.003097973,0.002750852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009370436,"about_ca_system_score_gemma":0.001719672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931548,"about_ca_topic_score_gemma":0.002112095,"domain_scores_codex":[0.9993734,0.0001439151,0.0001061934,0.00009902597,0.0002348725,0.00004272226],"domain_scores_gemma":[0.9984844,0.0007716244,0.0002114981,0.00004900538,0.0003869388,0.00009648355],"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":[0.00005517525,0.00004191995,0.0003440753,0.01852291,0.00009671799,0.0001711232,0.00006949939,0.0002444063,0.0004770107,0.00234844,0.0409909,0.9366377],"study_design_scores_gemma":[0.00003229867,0.0001266758,0.002511702,0.0178802,0.0002343636,0.004707706,0.0001246121,0.0001401558,0.0003489967,0.004950206,0.9689009,0.00004228641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003061693,0.9989781,0.00007055444,0.000213557,0.0002892853,0.000002560605,0.000005258972,0.000005042373,0.000404958],"genre_scores_gemma":[0.0004703966,0.9983126,0.0001384175,0.0002694326,0.0005402946,0.000004276726,0.00001362736,0.000001938693,0.0002490784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005543405,"threshold_uncertainty_score":0.01550514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07648457955508575,"score_gpt":0.4277230404206974,"score_spread":0.3512384608656116,"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."}}