{"id":"W3215683792","doi":"10.24908/pocus.v6i2.14775","title":"POCUS Evaluation in Acute Kidney Injury","year":2021,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care","funders":"","keywords":"Medicine; Urinalysis; Acute kidney injury; Hydronephrosis; Dysuria; Pyuria; Physical examination; Kidney; Differential diagnosis; Nephrology; Urinary system; Intensive care medicine; Radiology; Surgery; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008018849,0.00009826445,0.0002385989,0.0001649455,0.0001207214,0.000009404175,0.00005078717,0.0001372004,0.0008997066],"category_scores_gemma":[0.0007997596,0.00008211972,0.0000786084,0.0002433686,0.00006050463,0.00007800129,0.00004179199,0.0006295869,0.00007935803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008595132,"about_ca_system_score_gemma":0.0007222737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002710813,"about_ca_topic_score_gemma":0.000005733417,"domain_scores_codex":[0.9988667,0.0001932622,0.0002643703,0.0001561552,0.0002575766,0.0002619448],"domain_scores_gemma":[0.9993321,0.00004427553,0.00008402185,0.0001251971,0.0002466745,0.0001677078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001487469,0.0006293815,0.6643857,0.00001577695,0.001828617,0.005902612,0.001111022,0.00000423733,0.01327397,0.0001563862,0.2644065,0.04679832],"study_design_scores_gemma":[0.007205028,0.0006254757,0.9257648,0.00003026843,0.00206229,0.01113079,0.0001130672,0.0001701959,0.002828031,0.007170713,0.04267071,0.0002286408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606616,0.004003578,0.0000452187,0.0266625,0.00075021,0.0001031755,0.000007965877,0.00001639774,0.007749349],"genre_scores_gemma":[0.9871922,0.002736801,0.0005057043,0.008026063,0.0007332852,0.00001080828,0.00001463853,0.0000105874,0.0007699332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2613791,"threshold_uncertainty_score":0.9851156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963645112397834,"score_gpt":0.3288808574545969,"score_spread":0.3092444063306186,"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."}}