{"id":"W4416345117","doi":"10.1016/j.jpra.2025.11.008","title":"Dissecting the details: A case-based anatomical walkthrough of the antegrade posterior interosseous artery flap for elbow reconstruction","year":2025,"lang":"en","type":"article","venue":"JPRAS Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; University of New Brunswick","funders":"","keywords":"Elbow; Posterior interosseous nerve; Ulnar nerve; Wrist; Soft tissue; Median nerve; Free flap","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":[0.0006235717,0.0001573016,0.0004007178,0.00007826007,0.0002301659,0.00008319326,0.000310026,0.0001129033,0.00003487817],"category_scores_gemma":[0.0004817329,0.00008827699,0.0003467066,0.0002612793,0.0002974583,0.0001508899,0.0001478836,0.0002533474,0.000001080931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008609939,"about_ca_system_score_gemma":0.0002033462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002190997,"about_ca_topic_score_gemma":0.0002655038,"domain_scores_codex":[0.9988788,0.0001276935,0.0004223599,0.0002836776,0.00008477276,0.0002027452],"domain_scores_gemma":[0.9986661,0.000351504,0.0001882966,0.000561977,0.0001996741,0.00003245256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00276032,0.0004053441,0.1618588,0.0008001426,0.001438541,0.0001897149,0.0009525903,0.000003304152,0.2773456,0.002390262,0.003484475,0.5483709],"study_design_scores_gemma":[0.002504343,0.0002831318,0.01328432,0.001865587,0.0005148595,0.01175039,0.003747613,0.0005779238,0.9555666,0.002625457,0.007016332,0.0002634181],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919106,0.0001452627,0.002203839,0.001699422,0.0006636068,0.002175793,0.00002424912,0.00004143653,0.001135809],"genre_scores_gemma":[0.9958743,0.000007332136,0.002966894,0.0005470833,0.00005383283,0.0001399763,0.000007822499,0.00001691394,0.0003858214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.678221,"threshold_uncertainty_score":0.3599831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231447033265596,"score_gpt":0.3282059645795311,"score_spread":0.3058914942468751,"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."}}