{"id":"W2257676539","doi":"10.1177/1558944715616097","title":"Endoscopic Versus Open Cubital Tunnel Release","year":2016,"lang":"en","type":"review","venue":"Hand","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Cubital tunnel syndrome; Surgery; Cubital tunnel; Complication; Elbow; Endoscopy; Ulnar nerve","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":["insufficient_payload"],"category_scores_codex":[0.00008716432,0.0003425034,0.001449071,0.00008358807,0.00007000844,0.00008138009,0.0003718775,0.0002344439,0.002154241],"category_scores_gemma":[0.0002253197,0.0002199726,0.0003399411,0.0001365745,0.000107037,0.00009597394,0.0002234171,0.0002509286,0.001541218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421237,"about_ca_system_score_gemma":0.000540306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005663883,"about_ca_topic_score_gemma":0.00002332758,"domain_scores_codex":[0.9986625,0.00006659819,0.0003386866,0.0004290953,0.0001900047,0.0003130716],"domain_scores_gemma":[0.9989066,0.000111354,0.0001443859,0.0005803187,0.0000425057,0.0002148253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009646577,0.00006014958,0.000003099188,0.005236172,0.0002371261,0.0001871167,0.00001558204,4.054156e-9,0.00000628409,0.00006445526,0.01247113,0.9816224],"study_design_scores_gemma":[0.003620841,0.0002293255,0.000006651002,0.01939389,0.0005769467,0.00003969428,0.000007034678,1.599886e-7,0.000004004532,0.00001333723,0.9759165,0.0001916153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004360677,0.9697946,0.000006721582,0.00009043773,0.0006186069,0.001142927,0.00006565931,0.00003323704,0.02820419],"genre_scores_gemma":[0.00003115343,0.9825926,0.00009786652,0.0001002716,0.0003046752,0.0001579498,0.0001678112,0.00007557503,0.01647208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9814308,"threshold_uncertainty_score":0.9992362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107030990048,"score_gpt":0.4069003061804125,"score_spread":0.2998693161324125,"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."}}