{"id":"W4221117202","doi":"10.1097/01.gox.0000828144.71377.0a","title":"39. NERVE TRANSFERS CAN IMPROVE UPPER EXTREMITY FUNCTION IN CERVICAL SPINAL CORD INJURY: A PROSPECTIVE PROOF-OF-CONCEPT STUDY","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Spinal cord injury; Perioperative; Prospective cohort study; Quality of life (healthcare); Physical therapy; Surgery; Rehabilitation; Physical medicine and rehabilitation; Spinal cord; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009243135,0.0003339361,0.000978395,0.000241235,0.0002111603,0.00003854447,0.0002446255,0.000102956,0.0006455867],"category_scores_gemma":[0.000640011,0.0003094313,0.0002566862,0.001182864,0.0003560454,0.000331888,0.0002443209,0.0006019225,0.000002476898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125544,"about_ca_system_score_gemma":0.0009682261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756199,"about_ca_topic_score_gemma":0.0004083604,"domain_scores_codex":[0.9966319,0.0006108594,0.0009060673,0.0008448,0.0005624857,0.0004438869],"domain_scores_gemma":[0.998318,0.0006167095,0.0002808218,0.0003227241,0.0002688884,0.0001928375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03646792,0.001758821,0.8584874,0.0000838913,0.0002632086,0.0000648502,0.0004546063,0.00003980378,0.0002883816,0.0005261109,0.00006972665,0.1014953],"study_design_scores_gemma":[0.002968356,0.01499552,0.9662586,0.0001578501,0.0002694833,0.000146568,0.01088468,0.0001005228,0.001039391,0.002747962,0.00004683545,0.0003842425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915642,0.00004345116,0.0001500428,0.0001796669,0.002013703,0.004055073,0.0008266279,0.000034651,0.001132648],"genre_scores_gemma":[0.9987952,5.037755e-7,0.0002132467,0.0000568964,0.00008596362,0.0007305888,0.00005556633,0.00002312545,0.000038947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077712,"threshold_uncertainty_score":0.9999358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140967103925087,"score_gpt":0.2985782552169551,"score_spread":0.2771685841777042,"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."}}