{"id":"W4412639823","doi":"10.1016/j.jhsg.2025.100788","title":"Developing a Consensus-Based Core Set of Outcome Measures for Ulnar Nerve Surgery: A Delphi Study With Focus on the Supercharged End-to-Side Anterior Interosseous Nerve to Ulnar Nerve Transfer","year":2025,"lang":"en","type":"article","venue":"Journal of Hand Surgery Global Online","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St Joseph's Health Care; Western University","funders":"Canadian Institutes of Health Research; Mitacs; Canada Research Chairs","keywords":"Ulnar nerve; Medicine; Focus (optics); Core (optical fiber); Surgery; Computer science; Elbow","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2470448,0.001044757,0.001473514,0.003843055,0.002858118,0.002058715,0.001891643,0.002385247,0.002530911],"category_scores_gemma":[0.1730221,0.0009102742,0.002439582,0.002240816,0.002972735,0.002721959,0.008885441,0.002354563,0.0005529296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005715692,"about_ca_system_score_gemma":0.01735206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130349,"about_ca_topic_score_gemma":0.001679841,"domain_scores_codex":[0.8258398,0.1359936,0.01646311,0.004655491,0.01271193,0.004336053],"domain_scores_gemma":[0.8261815,0.1054179,0.01001367,0.007187942,0.04752999,0.003669033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.008143716,0.01048747,0.1234705,0.02237043,0.001330875,0.001420474,0.3803531,0.008265523,0.01614966,0.01700309,0.009593192,0.401412],"study_design_scores_gemma":[0.0083006,0.04305538,0.2938565,0.01984789,0.001724492,0.001972982,0.4918806,0.03498626,0.01907243,0.0178272,0.06618976,0.001285836],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8327758,0.001045047,0.04759621,0.001491937,0.0002484763,0.1096604,0.000551331,0.00005756609,0.006573236],"genre_scores_gemma":[0.748551,0.0008569211,0.07243662,0.001388557,0.00008598964,0.1753184,0.0006783599,0.00004014005,0.0006438942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2470448,"threshold_uncertainty_score":0.9285278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09062872127369294,"score_gpt":0.3645198917827939,"score_spread":0.273891170509101,"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."}}