{"id":"W2936694326","doi":"10.1177/1558944719843635","title":"Upper-Extremity Nerve Decompression Under Local Anesthesia: A Systematic Review of Methods for Reduction of Postoperative Pain and Opioid Consumption","year":2019,"lang":"en","type":"review","venue":"Hand","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Modalities; Anesthesia; Perioperative; Opioid; Decompression; Oxycodone; Sedation; Nerve block; Surgery","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":[0.003319101,0.0002845416,0.003117939,0.0001319016,0.00004398137,0.000009332601,0.00007815713,0.0002171569,0.00002851295],"category_scores_gemma":[0.0002154799,0.0001846735,0.000388936,0.0001140041,0.0001433798,0.00003961089,0.00002036985,0.0001325171,0.000003402875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006837344,"about_ca_system_score_gemma":0.000119719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007402784,"about_ca_topic_score_gemma":2.073109e-7,"domain_scores_codex":[0.9966879,0.001788954,0.0009332322,0.0003125826,0.0001475861,0.0001296724],"domain_scores_gemma":[0.9977217,0.0008509601,0.0007987219,0.0003935985,0.0001734975,0.00006157644],"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":[0.0000249696,0.00004523392,0.000007778885,0.8735617,0.000187065,0.000002064283,0.00005620838,3.293566e-7,0.000009682974,0.0001814002,0.0002594411,0.1256642],"study_design_scores_gemma":[0.000349588,0.0003388312,0.00001275309,0.9144653,0.00715472,0.0004748364,0.00009726269,0.0001320999,0.00002332959,0.00003028451,0.07675333,0.0001676595],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002140012,0.9299919,0.06373572,0.00009703842,0.00002522682,0.00610427,0.000002224275,0.000008934769,0.00001325425],"genre_scores_gemma":[0.00002200229,0.991725,0.007174879,0.0002550052,0.00001993168,0.0002876367,0.0001070085,0.00002991141,0.0003786411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1254965,"threshold_uncertainty_score":0.7530766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07974346361919918,"score_gpt":0.4045777150058963,"score_spread":0.3248342513866972,"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."}}