{"id":"W2921695806","doi":"10.3171/2018.11.jns181520","title":"Surgery for nerve injury: current and future perspectives","year":2019,"lang":"en","type":"review","venue":"Journal of neurosurgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Neurolysis; Medicine; Brachial plexus; Surgery; Nerve repair; Nerve injury; Peripheral nerve injury; Peripheral nerve; Dissection (medical); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001662599,0.0009279727,0.0009157102,0.001910024,0.0005796357,0.001939396,0.0009108525,0.002427617,0.006879844],"category_scores_gemma":[0.002697198,0.0002233972,0.000774196,0.001510764,0.001525316,0.004408349,0.001078437,0.00336597,0.002110552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007673202,"about_ca_system_score_gemma":0.00187547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006426839,"about_ca_topic_score_gemma":0.001558225,"domain_scores_codex":[0.9995079,0.000114389,0.00007598011,0.0001074533,0.0001423177,0.00005191746],"domain_scores_gemma":[0.9975345,0.001509038,0.0002013315,0.00006365822,0.0004684117,0.0002230735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001006631,0.00009352361,0.0006442983,0.01176629,0.00005909451,0.0008454584,0.0001911599,0.0004921015,0.0006627572,0.01320318,0.05655056,0.9153908],"study_design_scores_gemma":[0.00002507003,0.0002268145,0.001417766,0.009838355,0.0001255037,0.006159384,0.0006048543,0.0002852324,0.0002781028,0.016714,0.9642588,0.00006613772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001936532,0.9910563,0.0004035359,0.004599131,0.002060655,0.000003240214,0.0000124507,0.00001514596,0.001655917],"genre_scores_gemma":[0.00149768,0.9900069,0.0005068003,0.002015337,0.005390782,0.000008349992,0.00002655131,0.000005622967,0.000541928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006879844,"threshold_uncertainty_score":0.02301532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0731385892490485,"score_gpt":0.3840842662708344,"score_spread":0.3109456770217859,"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."}}