{"id":"W2795024594","doi":"10.1093/neuros/nyx483","title":"Efficient Imaging: Examining the Value of Ultrasound in the Diagnosis of Traumatic Adult Brachial Plexus Injuries, A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Brachial plexus; Magnetic resonance imaging; Brachial plexus injury; Confidence interval; Ultrasound; Radiology; MEDLINE; Meta-analysis; Systematic review; Surgery; Internal medicine","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":[0.01797248,0.001766058,0.01101295,0.01958285,0.0008628166,0.004008315,0.002687664,0.002453372,0.003988283],"category_scores_gemma":[0.1084144,0.001591192,0.009759768,0.01606992,0.001657349,0.004408767,0.002191994,0.001481562,0.0002909476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00610341,"about_ca_system_score_gemma":0.01428112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039776,"about_ca_topic_score_gemma":0.03126699,"domain_scores_codex":[0.9786073,0.008247527,0.008584414,0.001148624,0.003022404,0.0003897723],"domain_scores_gemma":[0.9155673,0.06074229,0.01633955,0.000971103,0.005734354,0.0006454681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001588782,0.00001117925,0.0009228308,0.9703923,0.01134889,0.00005305731,0.0001735667,0.00005820784,0.00006229313,0.00009460959,0.0005097131,0.01621452],"study_design_scores_gemma":[0.0003346385,0.0001542322,0.003624452,0.8862668,0.1034529,0.0002531048,0.0002520281,0.0001091531,0.0001014418,0.000236519,0.00517897,0.00003584455],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001200486,0.9971871,0.0002096671,0.0002384751,0.0000901987,0.0005463409,0.0003083226,0.000009545266,0.0002098849],"genre_scores_gemma":[0.02804112,0.9678207,0.001554871,0.0006476793,0.0001158747,0.001460671,0.000248195,0.000009713059,0.0001012715],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01958285,"threshold_uncertainty_score":0.09504873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07565305656847995,"score_gpt":0.3606605941621996,"score_spread":0.2850075375937197,"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."}}