{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002505656,0.0005226528,0.0002925154,0.0002778767,0.0001830582,0.000331448,0.0002634698,0.0003386285,0.001237761],"category_scores_gemma":[0.0001321095,0.0001478726,0.0002471209,0.0001371152,0.0002891,0.0002629203,0.0002475265,0.0005863084,0.000229979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552465,"about_ca_system_score_gemma":0.000238466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007851573,"about_ca_topic_score_gemma":0.0008391388,"domain_scores_codex":[0.9998484,0.00001547655,0.00001538423,0.00003850151,0.00003862935,0.00004365148],"domain_scores_gemma":[0.9998323,0.00001998939,0.00005958388,0.00001797698,0.00002261879,0.00004753015],"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":[0.0002032033,0.00003276953,0.0004489531,0.00005128709,0.000007552389,0.00008525228,0.00002377529,0.00007159325,0.9975296,0.00005839556,0.00001679711,0.001470748],"study_design_scores_gemma":[0.000008789437,0.0007164445,0.002476735,0.00000971944,0.00002430837,0.0002423773,0.00004642005,0.0002805495,0.9958519,0.00002344491,0.0003166163,0.000002746243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975868,0.0004715048,0.001285041,0.00001455326,0.000007745395,0.00001183701,0.00005465083,0.00003350764,0.0005343166],"genre_scores_gemma":[0.9963314,0.0005211344,0.001262317,0.00002476732,0.000002533768,0.00002141414,0.0001702187,0.00001568531,0.001650563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001237761,"threshold_uncertainty_score":0.004140675,"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."}}