{"id":"W4396746328","doi":"10.1016/j.hcl.2024.03.002","title":"Alternative Nerve Coaptations","year":2024,"lang":"en","type":"review","venue":"Hand Clinics","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Reinnervation; Medicine; Axon; Nerve injury; Nerve repair; Epineurial repair; Neuroscience; Surgery; Anatomy; Peripheral nerve","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002972065,0.000236804,0.001040567,0.0001467539,0.00006430624,0.00004410609,0.00008069402,0.0002891999,0.0001160299],"category_scores_gemma":[0.0002804492,0.0001516201,0.0008043809,0.0002716507,0.0001169412,0.0000345283,0.00003672966,0.0006007926,0.001520379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000639228,"about_ca_system_score_gemma":0.0003960043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000530535,"about_ca_topic_score_gemma":0.000003574937,"domain_scores_codex":[0.9985665,0.00009970467,0.0006822945,0.00033936,0.0001755717,0.0001365554],"domain_scores_gemma":[0.9988006,0.0005087279,0.0001858077,0.000294957,0.0001111873,0.00009871198],"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":[0.000008044443,0.00008373737,0.000001319318,0.02013637,0.0003319177,0.0000640516,0.0001542105,2.412667e-7,1.589746e-7,0.001840778,0.002987656,0.9743915],"study_design_scores_gemma":[0.0001818842,0.0002919764,0.000001472905,0.01842508,0.004467776,0.00005054275,0.000034854,0.00003019697,7.964077e-7,0.001635063,0.9747334,0.0001469405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002336889,0.9945322,0.0001038981,0.0001037331,0.00171331,0.0006615323,0.0001131097,0.00005609636,0.002692756],"genre_scores_gemma":[0.00001882273,0.9856784,0.0003157008,0.00007664294,0.000830346,0.0001039337,0.0003899231,0.00004930716,0.01253696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9742446,"threshold_uncertainty_score":0.999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132794979466924,"score_gpt":0.4676904083108376,"score_spread":0.3544109103641452,"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."}}