{"id":"W4210530612","doi":"10.24908/pocus.v7ikidney.14988","title":"Point of Care Ultrasound in Monitoring of Post-Renal Biopsy Bleeding","year":2022,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiology; Hematoma; Biopsy; Ultrasound; Point of care; Kidney; Renal biopsy; Surgery; Internal medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003800791,0.00007776046,0.0002853537,0.0002846312,0.000139393,0.00000159689,0.0000859175,0.0000464431,0.00017029],"category_scores_gemma":[0.0002011139,0.00006821053,0.0000914631,0.0002002519,0.00008530098,0.00003850351,0.00006862434,0.0006030514,8.481243e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007230395,"about_ca_system_score_gemma":0.0001108173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002698791,"about_ca_topic_score_gemma":0.000002734225,"domain_scores_codex":[0.9991048,0.00006960937,0.0003326944,0.00009222931,0.0002060462,0.0001946073],"domain_scores_gemma":[0.9993715,0.0001819689,0.0001932523,0.0000746353,0.0001280882,0.00005051449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007326242,0.0001088625,0.9220683,0.000025051,0.0002241959,0.0002672333,0.003945195,0.00005805516,0.07176634,0.00002278786,0.0001404724,0.0006408649],"study_design_scores_gemma":[0.002581508,0.001634937,0.9687449,0.00002721131,0.0003045411,0.005776232,0.01171985,0.000002775831,0.008610958,0.0001965855,0.0003047698,0.0000956826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906985,0.007644197,0.000007015355,0.0005758962,0.0003916785,0.00005749212,0.00001103628,0.00000546615,0.0006087002],"genre_scores_gemma":[0.9988791,0.0003579349,0.0003764233,0.00005902616,0.0002860971,0.000004097727,0.000001718622,0.000006869135,0.0000286906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06315538,"threshold_uncertainty_score":0.2781545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344080703312467,"score_gpt":0.2722155703786144,"score_spread":0.2587747633454897,"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."}}