{"id":"W3155070271","doi":"10.2106/jbjs.20.01716","title":"Prevention and Treatment of Nerve Injuries in Shoulder Arthroplasty","year":2021,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Neurolysis; Surgery; Axillary nerve; Brachial plexus; Reconstructive Surgeon; Suprascapular nerve; Arthroplasty; Brachial plexus injury; Radial nerve; Nerve injury; Tendon transfer; Electromyography; Musculocutaneous nerve; Tendon; Physical medicine and rehabilitation","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":[0.0008975142,0.000906834,0.001819879,0.003598158,0.0003203291,0.001036187,0.001419904,0.001320268,0.003247597],"category_scores_gemma":[0.001921686,0.0003336158,0.001003134,0.001925956,0.0005675239,0.0009592231,0.0006036161,0.001513806,0.001079146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005325942,"about_ca_system_score_gemma":0.001157484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832399,"about_ca_topic_score_gemma":0.002747724,"domain_scores_codex":[0.9994918,0.00009506015,0.0001259717,0.00006048364,0.0001963445,0.00003037827],"domain_scores_gemma":[0.9993771,0.000345763,0.0001159874,0.00001221678,0.0001250344,0.00002389637],"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":[0.00006061429,0.0000893982,0.0002543286,0.05242608,0.0001671759,0.0001561461,0.00006021478,0.0002806791,0.0003432066,0.0009931987,0.01106455,0.9341044],"study_design_scores_gemma":[0.00009623011,0.0004158804,0.006145426,0.1058595,0.0009884862,0.00635702,0.0003198831,0.000330169,0.0008837754,0.003777698,0.8747584,0.00006749694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006716784,0.9995277,0.0000332034,0.00008053672,0.00008375165,0.000003549788,0.000005216697,0.000002047916,0.0001968533],"genre_scores_gemma":[0.0004926248,0.9991925,0.0000882309,0.0000515654,0.0000818758,0.000004157429,0.000009480895,5.690805e-7,0.00007892827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003598158,"threshold_uncertainty_score":0.01086426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06777640947734179,"score_gpt":0.3532619234815387,"score_spread":0.285485514004197,"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."}}