{"id":"W2998604168","doi":"10.1097/prs.0000000000006399","title":"Refining Indications for the Supercharge End-to-Side Anterior Interosseous to Ulnar Motor Nerve Transfer in Cubital Tunnel Syndrome","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Supercharge; Reinnervation; Ulnar nerve; Cubital tunnel syndrome; Cubital tunnel; Surgery; Ulnar neuropathy; Elbow","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":[0.0006335291,0.0002300731,0.0005763395,0.0005884788,0.0001082784,0.00003063316,0.0001219576,0.0001137014,0.0002550258],"category_scores_gemma":[0.002244299,0.0001736398,0.0002799155,0.000439637,0.000143507,0.0001832518,0.00003310072,0.0002852077,0.0001957139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663835,"about_ca_system_score_gemma":0.0001976206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007850419,"about_ca_topic_score_gemma":0.00007774288,"domain_scores_codex":[0.9981452,0.00009255005,0.0006394877,0.0004922141,0.0002060396,0.0004245105],"domain_scores_gemma":[0.9913282,0.007960557,0.00005441314,0.0003097351,0.0001545242,0.0001925746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004391843,0.0004563545,0.6202359,0.0007060351,0.0005110653,0.0001281003,0.006474439,0.00008912886,0.3158673,0.0006701358,0.0001948642,0.05027476],"study_design_scores_gemma":[0.001140388,0.001172019,0.9863756,0.001274389,0.0001200802,0.000844376,0.002631998,0.0002430319,0.005344351,0.0001208242,0.0003441536,0.0003888042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930205,0.00006678502,0.00258448,0.0008700283,0.001800239,0.001189631,0.0003309438,0.00004530192,0.00009204547],"genre_scores_gemma":[0.9978783,0.000004177179,0.001014679,0.0002212015,0.00009764878,0.0004869517,0.00003885167,0.00003978666,0.0002183863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3661397,"threshold_uncertainty_score":0.7080825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946182065313452,"score_gpt":0.2625017394863966,"score_spread":0.2430399188332621,"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."}}