{"id":"W4410108982","doi":"10.1016/j.avsg.2025.04.129","title":"Percutaneous Transluminal Venous Angioplasty for Neurogenic Thoracic Outlet Syndrome","year":2025,"lang":"en","type":"article","venue":"Annals of Vascular Surgery","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Percutaneous; Thoracic outlet; Radiology; Surgery; General surgery; Thoracic outlet syndrome","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001177948,0.0004490523,0.0004520637,0.0008971919,0.00114627,0.0005411642,0.000408792,0.001491637,0.003963441],"category_scores_gemma":[0.0009211264,0.000152328,0.0005068635,0.0005327513,0.0006221416,0.0005359752,0.0003422739,0.001431756,0.0007291079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223694,"about_ca_system_score_gemma":0.0006997138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004683149,"about_ca_topic_score_gemma":0.0009707137,"domain_scores_codex":[0.9998947,0.00001325873,0.00001249362,0.00001510972,0.00002087218,0.00004354366],"domain_scores_gemma":[0.9998104,0.00007496049,0.00002339218,0.000011177,0.00001225447,0.00006788113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001099518,0.0006633307,0.03116675,0.0003542453,0.0001408362,0.8378333,0.0002232296,0.000593215,0.01785969,0.001139405,0.004208424,0.1047182],"study_design_scores_gemma":[0.0003784515,0.001448944,0.04943324,0.0001397162,0.0001044301,0.9353522,0.0001934018,0.001694307,0.004348161,0.001395879,0.005480129,0.00003119876],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234235,0.01716219,0.009774058,0.007896696,0.001403619,0.0001219672,0.0001185527,0.0003606216,0.03973883],"genre_scores_gemma":[0.9916927,0.00256216,0.001387248,0.0009379847,0.00108462,0.00002817845,0.00005065335,0.00002311177,0.002233339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003963441,"threshold_uncertainty_score":0.01325905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393582466391698,"score_gpt":0.3338371500276476,"score_spread":0.2899013253637306,"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."}}