{"id":"W2571436424","doi":"10.1136/bmjopen-2016-013688","title":"In patients presenting to the emergency department with skin and soft tissue infections what is the diagnostic accuracy of point-of-care ultrasonography for the diagnosis of abscess compared to the current standard of care? A systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"BMJ Open","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Ultrasonography; Abscess; Point of care; Soft tissue; Radiology; Intensive care medicine; Pathology; Surgery; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01790316,0.002108451,0.01879912,0.006101638,0.0006514694,0.003562954,0.00213114,0.002890454,0.001936314],"category_scores_gemma":[0.07710173,0.001680099,0.02864728,0.006424845,0.000949764,0.002619473,0.001436171,0.002056654,0.000200657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002966973,"about_ca_system_score_gemma":0.00369812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007270214,"about_ca_topic_score_gemma":0.01431093,"domain_scores_codex":[0.9829355,0.007460256,0.005733461,0.001633499,0.00191517,0.0003219935],"domain_scores_gemma":[0.9376148,0.0497331,0.008097232,0.000990147,0.003232874,0.0003317963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002068939,0.00003374819,0.007613393,0.6772668,0.2932353,0.00009409645,0.0001434805,0.0002500321,0.0001139475,0.00008927754,0.0003974043,0.01869366],"study_design_scores_gemma":[0.0008584482,0.0004607815,0.008543821,0.1164292,0.8711511,0.0002010771,0.0001300006,0.0001957915,0.0001521351,0.0001679959,0.001669438,0.0000401541],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00418586,0.9948514,0.000171648,0.0001349158,0.0001151418,0.0001829595,0.0001890955,0.000006477168,0.0001624813],"genre_scores_gemma":[0.1500035,0.8455975,0.001631092,0.0009227174,0.0004068564,0.0007956276,0.0004988266,0.00001512097,0.0001286909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01879912,"threshold_uncertainty_score":0.0946821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1859808863699196,"score_gpt":0.5137843256688429,"score_spread":0.3278034392989233,"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."}}