{"id":"W4294884084","doi":"10.1002/mus.27706","title":"Traumatic injury to peripheral nerves","year":2022,"lang":"en","type":"review","venue":"Muscle & Nerve","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Axon; Peripheral; Peripheral nerve injury; Electromyography; Nerve injury; Nerve conduction; Peripheral nerve; Physical medicine and rehabilitation; Surgery; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000528374,0.0004876213,0.001825837,0.0003433934,0.0001824599,0.00004541007,0.000288271,0.0002439799,0.004588868],"category_scores_gemma":[0.0002438523,0.0003804062,0.001136018,0.0007772865,0.0000525535,0.00009202931,0.0001544116,0.0007330697,0.0002564917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424613,"about_ca_system_score_gemma":0.0003156748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006387297,"about_ca_topic_score_gemma":0.000008971556,"domain_scores_codex":[0.9971797,0.0004043235,0.0008921612,0.0006289756,0.0004799175,0.0004149175],"domain_scores_gemma":[0.9983699,0.0002614942,0.0002309994,0.0007892424,0.00004684229,0.0003014737],"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":[0.00002494712,0.0001857145,0.000002203948,0.01731343,0.0001056441,0.00005058545,0.0006387353,0.000001127605,0.000009522429,0.0001127372,0.004458903,0.9770964],"study_design_scores_gemma":[0.0002295902,0.001175118,0.0001680098,0.005027599,0.0007820117,0.00005793106,0.0002563112,0.000003530409,0.00000150847,0.00003858478,0.9918652,0.0003945599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002792777,0.9901282,0.00001212944,0.0003167799,0.0009595011,0.002097589,0.0001031542,0.0001726616,0.003417228],"genre_scores_gemma":[0.0002515926,0.9894795,0.0008401112,0.0004511126,0.0007732343,0.001114234,0.0004388389,0.0001648456,0.006486571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9874063,"threshold_uncertainty_score":0.9998648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07059351980880137,"score_gpt":0.3718413242436929,"score_spread":0.3012478044348916,"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."}}