{"id":"W2077760085","doi":"10.1002/dmrr.716","title":"Regenerative failure of diabetic nerves bridging transection injuries","year":2007,"lang":"en","type":"article","venue":"Diabetes/Metabolism Research and Reviews","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Canadian Diabetes Association","keywords":"Bridging (networking); Medicine; Physical medicine and rehabilitation; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003465356,0.0002183801,0.0005439788,0.0004205163,0.0005011492,0.0001025239,0.0002393783,0.0001234608,0.00005716983],"category_scores_gemma":[0.0009147908,0.0001572871,0.0001366256,0.001075139,0.0007048947,0.0004203416,0.00007617107,0.0004748209,0.00003096723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001809273,"about_ca_system_score_gemma":0.00003713524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001320086,"about_ca_topic_score_gemma":0.00002894438,"domain_scores_codex":[0.9966058,0.0009766922,0.0006484449,0.0005298028,0.000545407,0.000693858],"domain_scores_gemma":[0.9986914,0.0004026763,0.0001692955,0.0003364009,0.0001858412,0.0002144253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002361769,0.00007741393,0.0005727978,0.0002237769,0.000006463958,0.000002133695,0.0003276451,0.000002281317,0.9702447,0.004988887,0.001099485,0.02243081],"study_design_scores_gemma":[0.0002552182,0.0001716708,0.002413268,0.0001420897,0.00001513858,0.000002037129,0.00004690194,0.0000520819,0.9909068,0.001041101,0.004785123,0.0001685998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780689,0.01930134,0.000377403,0.0004578701,0.0002695937,0.0007457037,0.00002776627,0.00002929723,0.0007221691],"genre_scores_gemma":[0.9956306,0.00246378,0.0003652493,0.0001373822,0.0004789846,0.00006346812,0.00001075456,0.00002130496,0.0008284989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02226221,"threshold_uncertainty_score":0.6413981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0786264661029658,"score_gpt":0.3600938807971281,"score_spread":0.2814674146941623,"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."}}