{"id":"W2558675564","doi":"10.1097/phm.0000000000000652","title":"Evaluation of the Effectiveness and Safety of Ultrasound-Guided Percutaneous Carpal Tunnel Release","year":2016,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta; Parkwood Institute","funders":"","keywords":"Medicine; Carpal tunnel syndrome; Cadaveric spasm; Carpal tunnel; Dissection (medical); Forearm; Ligament; Percutaneous; Wrist; Median nerve; Cadaver; Ultrasound; Surgery; Anatomy; Radiology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002328936,0.0001331023,0.0006450994,0.0001009646,0.00002934486,0.000001221111,0.0000960527,0.00002567728,0.00002327759],"category_scores_gemma":[0.01502082,0.00006490876,0.000200015,0.0003608413,0.001627259,0.00009588769,0.00001456542,0.0001367139,4.003288e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049611,"about_ca_system_score_gemma":0.0002446153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001541793,"about_ca_topic_score_gemma":0.000004959192,"domain_scores_codex":[0.9967234,0.001190618,0.0005838177,0.0001527103,0.001228177,0.00012133],"domain_scores_gemma":[0.9926947,0.004514242,0.0006777814,0.0002398306,0.001760724,0.0001127622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00143845,0.0002505161,0.02375884,0.0001277779,0.0001324369,0.000001653645,0.002441055,0.0001342769,0.5662428,0.0001929661,0.00003085364,0.4052483],"study_design_scores_gemma":[0.004788303,0.03074227,0.9516389,0.002050059,0.0009795054,0.0003561843,0.003488296,0.0002317133,0.002168489,0.003438344,0.0000222141,0.0000957353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966589,0.000157738,0.0001796818,0.00234147,0.00008876562,0.0004374396,0.000004873759,0.000004259881,0.000126862],"genre_scores_gemma":[0.999496,0.00001015604,0.0002709537,0.0000603931,0.0001389602,0.00000533593,7.953409e-7,0.00001418372,0.000003208096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.92788,"threshold_uncertainty_score":0.9932761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009801648211215609,"score_gpt":0.3078931611632038,"score_spread":0.2980915129519882,"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."}}