{"id":"W4210709516","doi":"10.24908/pocus.v7ikidney.15016","title":"POCUS in Intensive Care Nephrology","year":2022,"lang":"en","type":"review","venue":"POCUS Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intravascular volume status; Acute kidney injury; Intensive care medicine; Volume overload; Intensive care unit; Renal replacement therapy; Resuscitation; Intensive care; Nephrology; Cardiology; Internal medicine; Emergency medicine; Hemodynamics; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003614429,0.0003387523,0.00176317,0.0005784096,0.000120457,0.00002643583,0.0002335314,0.000288203,0.001263101],"category_scores_gemma":[0.0002359077,0.0002574362,0.0005690467,0.0003079355,0.00004308082,0.00003072133,0.000074527,0.002969924,0.00008391005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008985611,"about_ca_system_score_gemma":0.0009242686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003362592,"about_ca_topic_score_gemma":0.000004971467,"domain_scores_codex":[0.997932,0.0003344577,0.0006839758,0.0002843966,0.0003194284,0.0004457081],"domain_scores_gemma":[0.9987675,0.0001621041,0.000331267,0.0003115854,0.0002032295,0.0002243127],"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":[0.00003290589,0.00002551769,0.00006110244,0.001654324,0.0001939163,0.002678098,0.0006535223,7.04253e-7,3.68004e-7,0.00001651691,0.0007876265,0.9938954],"study_design_scores_gemma":[0.0007520813,0.0002889162,0.00002049727,0.004007664,0.0004005915,0.01399327,0.0007444624,0.000001965527,1.838117e-7,0.00007300726,0.9795186,0.000198764],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001875998,0.9950492,0.000009844887,0.0002177003,0.001926763,0.0003487102,0.00001239406,0.00002568419,0.002222126],"genre_scores_gemma":[0.00008829013,0.9972188,0.00008869387,0.0004329035,0.001436051,0.00004118251,0.00004212444,0.00007653054,0.0005753642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9936966,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0719325387203952,"score_gpt":0.3935204921729269,"score_spread":0.3215879534525317,"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."}}