{"id":"W3004648181","doi":"10.1097/pec.0000000000002052","title":"Ultrasound-Guided Needle Aspiration of an Iliac Crest Abscess in a Pediatric Emergency Department","year":2020,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Occult; Incision and drainage; Percutaneous; Emergency department; Radiology; Abscess; Ultrasound; Point of care ultrasound; Iliac crest; Surgery; General surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000785787,0.0002899091,0.000408738,0.0002931555,0.00009001312,0.000006434257,0.0001289521,0.0001469439,0.001837422],"category_scores_gemma":[0.0002100395,0.0002738141,0.0002234285,0.001690247,0.00001313557,0.0001954773,0.000039186,0.0001913621,0.00008558251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134715,"about_ca_system_score_gemma":0.0001584641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00049966,"about_ca_topic_score_gemma":0.0002719129,"domain_scores_codex":[0.9977561,0.00006764139,0.0009139052,0.0005131413,0.0003973748,0.0003518137],"domain_scores_gemma":[0.9987049,0.0000257074,0.0002467772,0.0003520072,0.0003316967,0.0003389373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005114546,0.0005362814,0.9939069,0.0004433944,0.0000337948,0.00002591467,0.001264535,0.0001512596,0.000235376,0.00002241825,0.002892733,0.000436241],"study_design_scores_gemma":[0.001600447,0.001081813,0.9948637,0.000004410083,0.0006365376,0.00001156754,0.0006545623,0.00009987981,0.0004468766,0.00005173146,0.0002665637,0.0002818469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905999,0.003984736,0.00005044265,0.00009660051,0.0007564703,0.001021757,0.00008956699,0.00009602735,0.003304476],"genre_scores_gemma":[0.9935384,0.00421127,0.0002239364,0.00003730781,0.001297933,0.0001990469,0.0003769248,0.00003977005,0.00007540864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003229067,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445618965645134,"score_gpt":0.3190112205507439,"score_spread":0.2845550308942925,"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."}}