{"id":"W4394695279","doi":"10.1016/j.jhsg.2024.01.018","title":"The Role of Nerve Tension on Nerve Repair Success","year":2024,"lang":"en","type":"review","venue":"Journal of Hand Surgery Global Online","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nerve repair; Tension (geology); Epineurial repair; Medicine; Peripheral nerve; Anatomy; Materials science; Composite material; Ultimate tensile strength","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001293705,0.0003872504,0.001636369,0.0002146371,0.0002299093,0.0001504438,0.0004338452,0.0002592809,0.000008771037],"category_scores_gemma":[0.001018867,0.0001831821,0.002216309,0.0008092303,0.0001874,0.0001711117,0.0001032807,0.0006741154,0.00001683768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344006,"about_ca_system_score_gemma":0.0006572215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009744449,"about_ca_topic_score_gemma":0.00001398953,"domain_scores_codex":[0.995949,0.000713887,0.001909069,0.0003315194,0.0008004618,0.0002960998],"domain_scores_gemma":[0.996241,0.001241488,0.00174226,0.0003801116,0.0002533274,0.0001417933],"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":[0.0002204272,0.0004406243,0.00003177828,0.002359061,0.0001917757,0.00132681,0.0000078365,0.00003495387,0.000745512,0.001566313,0.01723857,0.9758363],"study_design_scores_gemma":[0.00007402122,0.0002407332,0.000006308121,0.01070629,0.0006627169,0.001469068,0.000008853819,0.00009378368,0.00176089,0.0004817569,0.9842852,0.0002103129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008806663,0.9863884,0.000003017508,0.0002654261,0.003822155,0.0001795991,0.0003499225,0.00002289868,0.0001618953],"genre_scores_gemma":[0.003466037,0.9947108,0.00002358171,0.00007354867,0.001287299,0.000002491373,0.00002237334,0.00002943501,0.000384433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9756261,"threshold_uncertainty_score":0.7469949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612586119932497,"score_gpt":0.35235177436001,"score_spread":0.296225913160685,"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."}}