{"id":"W3134742787","doi":"10.1002/pmrj.12586","title":"Evaluation of muscle strength following peripheral nerve surgery: A scoping review","year":2021,"lang":"en","type":"review","venue":"PM&R","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Medicine; CINAHL; Peripheral nerve; Grip strength; Physical medicine and rehabilitation; Peripheral nerve injury; Electromyography; MEDLINE; Muscle strength; Physical therapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.00453833,0.0002629733,0.002667498,0.0001299461,0.00004428084,0.0000112484,0.00006874703,0.0001758709,0.0005706166],"category_scores_gemma":[0.003295775,0.0002045858,0.00175028,0.0005400672,0.00002997522,0.00008094557,0.00003475039,0.0002396915,0.00001217903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002255622,"about_ca_system_score_gemma":0.002199805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001413786,"about_ca_topic_score_gemma":0.000006127696,"domain_scores_codex":[0.9962747,0.001153414,0.001084347,0.0003754699,0.0009259128,0.0001861199],"domain_scores_gemma":[0.997821,0.0006433112,0.0004898686,0.0004773981,0.0004906416,0.00007781614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[7.638037e-7,0.00005453248,0.000007094793,0.2269477,0.0001706928,0.000008750945,0.00002470483,2.096743e-7,0.000001536923,0.000005463823,0.000325055,0.7724535],"study_design_scores_gemma":[0.0001833403,0.0000531727,0.00001905183,0.891179,0.009259298,0.00001877933,0.00001820461,0.00001018108,0.000003999071,0.000007101252,0.09906857,0.0001793362],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003694898,0.9962351,0.000005359113,0.00007794354,0.0005636805,0.002212667,0.00001046017,0.00002579581,0.0004995072],"genre_scores_gemma":[0.0001300953,0.9984865,0.0002509447,0.00004829949,0.0002269821,0.0002796669,0.0004530553,0.00004051924,0.00008391493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7722742,"threshold_uncertainty_score":0.8342769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304992733334709,"score_gpt":0.4385821454405304,"score_spread":0.3080828721070595,"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."}}