{"id":"W4378071389","doi":"10.1016/j.avsg.2023.05.009","title":"Systematic Review on Botulinum Toxin Injections as Diagnostic or Therapeutic Tool in Thoracic Outlet Syndrome","year":2023,"lang":"en","type":"review","venue":"Annals of Vascular Surgery","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurovascular bundle; Thoracic outlet syndrome; Randomized controlled trial; Botulinum toxin; Surgery; Anesthesia","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003681801,0.0007930481,0.008495506,0.001067851,0.00005509369,0.00002860376,0.0003311387,0.0004503081,0.0002992144],"category_scores_gemma":[0.01611779,0.0005463878,0.003807411,0.002547142,0.00008473577,0.0001024599,0.00008062734,0.000726604,0.001130902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073153,"about_ca_system_score_gemma":0.0009257883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009224948,"about_ca_topic_score_gemma":0.00003069398,"domain_scores_codex":[0.9933092,0.00155054,0.002813058,0.0007271523,0.0009507398,0.0006493372],"domain_scores_gemma":[0.9905863,0.006422505,0.0009544813,0.001672762,0.0002146852,0.0001492962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001631075,0.0003665363,0.00001835496,0.96198,0.002365586,0.001115625,0.00001913517,0.000001588964,7.767298e-8,0.00001861369,0.002360228,0.03173788],"study_design_scores_gemma":[0.0001125214,0.0002172784,0.00009402794,0.9370503,0.004473298,0.0004472137,0.00002550364,0.000001678815,6.816243e-7,0.00005117729,0.05700435,0.0005219619],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004569879,0.9928673,0.000004020754,0.0004512055,0.0003519476,0.005608832,0.00005458917,0.000136414,0.00006869739],"genre_scores_gemma":[0.00008510629,0.9938495,0.000006468201,0.002551038,0.00005399829,0.002108652,0.0002784411,0.0002129604,0.0008538859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05464412,"threshold_uncertainty_score":0.9996988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.162233572545056,"score_gpt":0.4275370491704453,"score_spread":0.2653034766253893,"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."}}