{"id":"W4410581332","doi":"10.1016/j.jhsg.2025.02.014","title":"Development of a Core Outcomes Set for Peripheral Nerve Injury","year":2025,"lang":"en","type":"article","venue":"Journal of Hand Surgery Global Online","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"DePuy Synthes Spine; Johnson and Johnson","keywords":"Delphi method; Peripheral nerve; Medicine; Set (abstract data type); Delphi; Physical therapy; Motor function; Core (optical fiber); MEDLINE; Peripheral nerve injury; Physical medicine and rehabilitation; Psychology; Computer science; Artificial intelligence; Political science","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":[0.0004230072,0.0001320865,0.000715227,0.0001279531,0.00005459257,0.00001046097,0.00006274405,0.00006681249,0.00005165303],"category_scores_gemma":[0.0002791605,0.00009376057,0.0004173715,0.0002020608,0.00004851504,0.00006167375,0.00002652224,0.00009318838,3.220892e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028141,"about_ca_system_score_gemma":0.0007945179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008715901,"about_ca_topic_score_gemma":0.00007760165,"domain_scores_codex":[0.9985376,0.00001442088,0.0009277738,0.00009246256,0.0002462306,0.00018151],"domain_scores_gemma":[0.9990374,0.0001051815,0.0003543488,0.00009698256,0.0003123358,0.00009373671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003679262,0.001230401,0.8766291,0.00053071,0.001141859,0.00004670945,0.0002281039,0.00001327645,0.002909856,0.0004149167,0.03868015,0.07449568],"study_design_scores_gemma":[0.007057326,0.0006301193,0.7623991,0.001550723,0.0005194699,0.00007079399,0.001606394,0.0001243704,0.003711042,0.001251476,0.2207591,0.0003201176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953454,0.000703621,0.0008114718,0.002075559,0.0005889353,0.0001740739,0.0001255978,0.000005451782,0.000169896],"genre_scores_gemma":[0.9893278,0.00008118689,0.007753829,0.001916766,0.00008875981,0.000003088065,0.00007810366,0.000007339393,0.0007430548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1820789,"threshold_uncertainty_score":0.3823445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351597554287556,"score_gpt":0.3524689196488174,"score_spread":0.3089529441059418,"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."}}