{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007381865,0.0006023699,0.0009001069,0.003128103,0.0007959036,0.001187664,0.0006508509,0.001045969,0.002571801],"category_scores_gemma":[0.004269525,0.0003353134,0.0004592451,0.001424396,0.0008018436,0.0014331,0.001048907,0.001506481,0.0006826886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004130319,"about_ca_system_score_gemma":0.001138458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953465,"about_ca_topic_score_gemma":0.00193103,"domain_scores_codex":[0.9990773,0.0002358186,0.0001384031,0.00008398387,0.0002627625,0.0002017756],"domain_scores_gemma":[0.9983758,0.0004626411,0.0003312896,0.00006113246,0.0003316263,0.000437508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004266435,0.0001784866,0.4651159,0.001207483,0.00008133004,0.43136,0.001149768,0.000740224,0.01250139,0.001395091,0.004689931,0.08115378],"study_design_scores_gemma":[0.00002959627,0.0005330244,0.1534867,0.001481987,0.0001379906,0.8096379,0.00218135,0.002268762,0.009485085,0.002307881,0.01837402,0.00007580555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.782603,0.1115438,0.02454262,0.00649075,0.0007232325,0.0003799147,0.0005668537,0.0006455495,0.07250429],"genre_scores_gemma":[0.9671648,0.02182951,0.006750037,0.001568896,0.0006576705,0.00003869542,0.0002662981,0.00004232795,0.001681963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003128103,"threshold_uncertainty_score":0.008603513,"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."}}