{"id":"W4295027557","doi":"10.1177/22925503221120571","title":"Contemporary Approaches to Peripheral Nerve Surgery","year":2022,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Peripheral nerve; Medicine; Neuroscience; Psychology; 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":[0.001495543,0.0007604435,0.0004847707,0.002509529,0.001061362,0.002724969,0.001396297,0.002450156,0.01074196],"category_scores_gemma":[0.00281527,0.0002828589,0.0007306398,0.00160665,0.003533683,0.003025766,0.001843124,0.005774579,0.003836119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784257,"about_ca_system_score_gemma":0.002235518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021731,"about_ca_topic_score_gemma":0.002363416,"domain_scores_codex":[0.9989587,0.0002168628,0.0001119399,0.0001785026,0.0004409403,0.00009297847],"domain_scores_gemma":[0.9988809,0.0004731502,0.00009276213,0.00008098352,0.0003270703,0.0001451202],"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":[0.00005797892,0.00009084703,0.0009635225,0.003085762,0.00005512984,0.001788022,0.0006439373,0.0009709693,0.001208768,0.0592431,0.07079339,0.8610985],"study_design_scores_gemma":[0.00001311644,0.0001007742,0.001250356,0.00377946,0.0000283991,0.01814603,0.0004748606,0.0003160296,0.0003671423,0.04807956,0.9274009,0.00004345968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002590566,0.8732024,0.01679122,0.0276318,0.009362091,0.00003185306,0.00006124032,0.000155907,0.07017282],"genre_scores_gemma":[0.02109654,0.9168094,0.01366073,0.01383044,0.01741209,0.00008172682,0.000147975,0.00007207134,0.016889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01074196,"threshold_uncertainty_score":0.03593552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350006501615943,"score_gpt":0.2639506661953566,"score_spread":0.1289500160337623,"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."}}