{"id":"W2995004218","doi":"10.1016/j.jhsa.2019.11.003","title":"Evaluation for Late Nerve Transfer Surgery in Spinal Cord Injury: Predicting the Degree of Lower Motor Neuron Injury","year":2019,"lang":"en","type":"article","venue":"The Journal Of Hand Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Comprehensive Cancer Center, City of Hope; Spectrum Pharmaceuticals; Craig H. Neilsen Foundation; U.S. Department of Veterans Affairs","keywords":"Medicine; Spinal cord injury; Spinal cord; Surgery; Motor neuron; Lower motor neuron; Nerve injury; Anesthesia; Anatomy","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":[0.01239577,0.0001340416,0.0005223333,0.0002784021,0.00007726211,0.00001462989,0.0001000185,0.00008337179,0.00006410807],"category_scores_gemma":[0.001223382,0.00006989975,0.0004258685,0.000257636,0.0001140089,0.0002033732,0.00001191435,0.0003343539,0.00000219844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005878389,"about_ca_system_score_gemma":0.0004086512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002169042,"about_ca_topic_score_gemma":0.000007106862,"domain_scores_codex":[0.9974248,0.0006294776,0.000975994,0.0001064353,0.0006542796,0.0002090118],"domain_scores_gemma":[0.9957521,0.003002257,0.0003679449,0.0002330351,0.000588999,0.00005568313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1258075,0.0006907519,0.1763643,0.0008785715,0.0004153989,0.00002417641,0.001237405,0.0002593264,0.3691975,0.00002626277,0.002875389,0.3222234],"study_design_scores_gemma":[0.001893319,0.009260231,0.9518555,0.002301053,0.001016105,0.0001744397,0.000638988,0.002033443,0.02894819,0.0007540038,0.0008860608,0.0002387086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955025,0.000675434,0.0001025464,0.001525327,0.001440714,0.0006980725,0.00001372784,0.000004594635,0.0000370987],"genre_scores_gemma":[0.9993095,0.0001222768,0.00001992422,0.0001356231,0.0002917377,0.00001078442,0.000003441165,0.00001989337,0.00008677519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7754912,"threshold_uncertainty_score":0.4296153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07070582125101302,"score_gpt":0.3259326027047931,"score_spread":0.2552267814537801,"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."}}