{"id":"W2790762185","doi":"10.1016/j.jhsa.2018.02.014","title":"Canadian Trends in Carpal Tunnel Surgery","year":2018,"lang":"en","type":"article","venue":"The Journal Of Hand Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Carpal tunnel syndrome; Carpal tunnel release; Hand surgery; Sedation; Local anesthetic; Anesthesia; Carpal tunnel; Hydrocodone; Surgery; Orthopedic surgery; Wrist; Veterans Affairs; Physical therapy; General surgery; Opioid; Oxycodone","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004257491,0.0001059633,0.0004609542,0.001169595,0.000123358,0.00001528627,0.00005289117,0.00008255343,0.0005120723],"category_scores_gemma":[0.0006962367,0.00006245998,0.0002810942,0.0006080183,0.0002050688,0.000123567,0.000007658606,0.0002549348,0.00001606647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282572,"about_ca_system_score_gemma":0.0009168728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007123116,"about_ca_topic_score_gemma":0.02633639,"domain_scores_codex":[0.9984638,0.0002446348,0.0006251267,0.00007554933,0.0002873131,0.0003035668],"domain_scores_gemma":[0.9971618,0.001970979,0.0001989189,0.0001726929,0.0002234919,0.0002721124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007315686,0.0001039604,0.8078211,0.00002794723,0.0000858327,0.0004454656,0.001783668,0.000005366466,0.001213111,0.000006194324,0.05458479,0.133191],"study_design_scores_gemma":[0.0003251877,0.0001516294,0.9610402,0.0003574881,0.0000919095,0.001311009,0.0006735865,0.00002678652,0.001070356,0.0000746401,0.03474507,0.000132152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903307,0.0007298472,0.000007444124,0.005698051,0.00151124,0.00003517871,0.000002631646,0.000004443547,0.001680448],"genre_scores_gemma":[0.9970624,0.0001744671,0.00001306169,0.0005648306,0.0009565556,7.517121e-7,0.000004151014,0.00001310314,0.001210633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1532191,"threshold_uncertainty_score":0.9994885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269956096751253,"score_gpt":0.2693844091676287,"score_spread":0.2423887994925034,"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."}}