{"id":"W4414227562","doi":"10.1177/22925503251375862","title":"The Classification of Nerve Injury Revisited: Sunderland 0‐VI","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic; Western University","funders":"","keywords":"Nerve injury; Nerve repair; Peripheral nerve; Test (biology); Nerve conduction","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":[0.0006046855,0.00007489546,0.0002204837,0.0001444084,0.00009050807,0.00001164476,0.00003863823,0.00006334829,0.00002687156],"category_scores_gemma":[0.006826268,0.00004723099,0.0001199419,0.0003629768,0.0001358345,0.00003992992,0.00001424292,0.0001037673,0.00001401538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003285831,"about_ca_system_score_gemma":0.0001413786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008386834,"about_ca_topic_score_gemma":0.000002383899,"domain_scores_codex":[0.9991089,0.00008724569,0.0003921516,0.0001371984,0.0001524571,0.0001220308],"domain_scores_gemma":[0.9823703,0.01708496,0.0001146475,0.0002499017,0.0001446383,0.00003560112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0020116,0.0003670525,0.7360687,0.00138054,0.0002775716,0.000009807127,0.0001492339,0.000008783461,0.0678905,0.01762338,0.08062451,0.09358835],"study_design_scores_gemma":[0.0001905084,0.00007342787,0.9825737,0.0005197009,0.0001122688,0.000003794549,0.0001740737,0.0003528024,0.002743789,0.0007204817,0.01246846,0.00006700426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942979,0.0005677242,0.0005327595,0.001415338,0.001560173,0.0001311259,0.00000772477,0.00003094577,0.001456351],"genre_scores_gemma":[0.9991971,0.00008139359,0.00003488048,0.0000377115,0.00008010072,0.00001670301,0.00002578136,0.000005886197,0.0005205041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.246505,"threshold_uncertainty_score":0.8172173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236565514598749,"score_gpt":0.2981864073839536,"score_spread":0.2745298559240787,"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."}}