{"id":"W3162184911","doi":"10.2106/jbjs.cc.20.00739","title":"Brachial Plexus Reconstruction Using Long Nerve Grafts as Spare Parts From an Amputated Limb","year":2021,"lang":"en","type":"article","venue":"JBJS Case Connector","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Brachial plexus; Medicine; Musculocutaneous nerve; Surgery; Reconstructive surgery; Spare part; Elbow flexion; Brachial plexus injury; Anatomy; Elbow; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001408477,0.0002006238,0.0003435935,0.00009521828,0.0001962856,0.00006390185,0.00003652006,0.0001842521,0.0009930835],"category_scores_gemma":[0.0005116946,0.00018994,0.000151872,0.000259547,0.00009663943,0.0003010202,0.00003143985,0.0002431856,0.00004850871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364826,"about_ca_system_score_gemma":0.000236536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206959,"about_ca_topic_score_gemma":0.001590723,"domain_scores_codex":[0.9984111,0.000241548,0.0003887277,0.0005097128,0.0001967471,0.0002522127],"domain_scores_gemma":[0.9986696,0.0002628712,0.0001354577,0.0003794635,0.0002839806,0.000268574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004100696,0.001907445,0.2711971,0.0006139419,0.0009268759,0.1415708,0.00604386,0.002092698,0.4569089,0.0008081059,0.0008759976,0.1129536],"study_design_scores_gemma":[0.01686926,0.007190428,0.2895614,0.001976287,0.002476328,0.1904649,0.01504803,0.04156564,0.4230748,0.006270573,0.002879976,0.002622476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970552,0.0003374908,0.0002180272,0.000229093,0.001463936,0.0003146743,0.00009699631,0.0001421265,0.0001424678],"genre_scores_gemma":[0.9960499,0.00000460654,0.001797854,0.0003310333,0.001098599,0.00001099258,0.0004954496,0.00003743695,0.0001741642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103311,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309969412269482,"score_gpt":0.3270914697566898,"score_spread":0.293991775633995,"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."}}