{"id":"W4400642452","doi":"10.1016/j.jhsg.2024.06.006","title":"A Cost-Utility Analysis of Carpal Tunnel Release With Open, Endoscopic, and Ultrasound Guidance Techniques From a Societal Perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Hand Surgery Global Online","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Perspective (graphical); Carpal tunnel syndrome; Ultrasound; Endoscopic carpal tunnel release; Medicine; Medical physics; Physical medicine and rehabilitation; Carpal tunnel; Computer science; Surgery; Radiology; Artificial intelligence","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":[0.0004825817,0.0002026804,0.001085983,0.0001753536,0.00005681163,0.00009615182,0.0001328803,0.00009181457,0.0001157803],"category_scores_gemma":[0.0004818333,0.0001409577,0.0004503508,0.0009682004,0.0002930956,0.0002719041,0.00004992658,0.000278825,2.942323e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002397322,"about_ca_system_score_gemma":0.0005959447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001767178,"about_ca_topic_score_gemma":0.001439724,"domain_scores_codex":[0.9983301,0.00009767632,0.0006494791,0.0002831875,0.0004349332,0.0002046386],"domain_scores_gemma":[0.9983079,0.0003684929,0.0002951452,0.0002010116,0.000618995,0.0002084783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004954714,0.001550502,0.944249,0.0002081301,0.01210882,0.001768345,0.001184149,0.00003144166,0.01209672,0.0001110355,0.006195035,0.01554213],"study_design_scores_gemma":[0.001770725,0.0008196538,0.9777513,0.001495545,0.00561579,0.0005162653,0.004460482,0.001160252,0.002602379,0.0005485872,0.002957369,0.0003016678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828905,0.01331293,0.0008514914,0.001349049,0.00009274186,0.0002117648,0.001019041,0.00001914946,0.0002532619],"genre_scores_gemma":[0.9943562,0.0009307551,0.004212623,0.0002643593,0.0001140772,0.000003526415,0.00006502287,0.00001235323,0.00004112576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03350231,"threshold_uncertainty_score":0.5748088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408884080946496,"score_gpt":0.3540782863390938,"score_spread":0.3199894455296288,"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."}}