{"id":"W3110586627","doi":"10.24908/pocus.v5i2.14430","title":"Hiding in Plain Sight: A Case of Perinephric Abscess Diagnosed by POCUS","year":2020,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstructive uropathy; Hydronephrosis; Medicine; Adipose capsule of kidney; Abscess; Surgery; Kidney; Radiology; Internal medicine; Urinary system","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":[0.0002656602,0.0001441347,0.0004261656,0.0001499369,0.0001171574,0.000006179978,0.00008937875,0.0001287402,0.0002339079],"category_scores_gemma":[0.0004604535,0.0001155353,0.00009223373,0.0002911081,0.0001130045,0.00007113115,0.00005193455,0.0006711075,0.00001501725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003311434,"about_ca_system_score_gemma":0.00008483961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000376713,"about_ca_topic_score_gemma":0.00003067176,"domain_scores_codex":[0.9988914,0.00009958011,0.000403257,0.0001734484,0.0001303567,0.0003019481],"domain_scores_gemma":[0.9992247,0.0002589612,0.0001709904,0.00008222447,0.00005789443,0.0002052835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003629241,0.0009413348,0.6816595,0.0001810109,0.001248517,0.1721496,0.01558932,0.00005577567,0.02582067,0.0001020765,0.08625443,0.01236854],"study_design_scores_gemma":[0.08249307,0.01254962,0.498867,0.0002668111,0.00392622,0.2542762,0.01168362,0.003215996,0.01798098,0.002160108,0.1100655,0.002514824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804508,0.008569951,0.00009232909,0.009811831,0.0001186282,0.0001114463,0.00001014751,0.00001805606,0.0008167935],"genre_scores_gemma":[0.9964674,0.00115137,0.000153493,0.001791518,0.0003748958,0.000006406069,0.000001805993,0.00001314417,0.00003999098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1827925,"threshold_uncertainty_score":0.4711394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954920935470009,"score_gpt":0.2741690961714499,"score_spread":0.2546198868167497,"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."}}