{"id":"W4407855271","doi":"10.1016/j.mric.2025.01.008","title":"MR Imaging of the Brachial Plexus","year":2025,"lang":"en","type":"review","venue":"Magnetic Resonance Imaging Clinics of North America","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Brachial plexus; Radiology; Anatomy","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"],"consensus_categories":[],"category_scores_codex":[0.0002803613,0.0006306452,0.003059687,0.0002609211,0.00008806189,0.00002054423,0.001072694,0.0001025945,0.0001202995],"category_scores_gemma":[0.001665952,0.0004638742,0.001578323,0.001483819,0.001183851,0.00006642243,0.0004473637,0.0009611681,0.00001469449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007813174,"about_ca_system_score_gemma":0.001635579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002380069,"about_ca_topic_score_gemma":0.00002640305,"domain_scores_codex":[0.9956313,0.0002932585,0.002067426,0.0007701849,0.0006797291,0.0005580828],"domain_scores_gemma":[0.9955344,0.0007706404,0.001515346,0.001738269,0.0003170885,0.0001242311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003403342,0.0001576658,0.06459489,0.01009248,0.00003415895,0.00001692973,0.00003446473,0.000002158692,2.775602e-7,0.00000453179,0.002771587,0.9222568],"study_design_scores_gemma":[0.0006755479,0.0001149364,0.03363517,0.01720927,0.001168887,0.00002915517,0.00002154327,0.000185976,3.274533e-7,0.00002218444,0.9466031,0.00033395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002928196,0.9948629,0.00002755783,0.0002894819,0.0006092369,0.001260497,0.0002436397,0.00004919662,0.002364722],"genre_scores_gemma":[0.0003468584,0.9948445,0.001540256,0.001008436,0.000134696,0.00007369911,0.00009283107,0.00008791131,0.00187083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9438314,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740447845175876,"score_gpt":0.3341257980403883,"score_spread":0.3167213195886295,"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."}}