{"id":"W4353015476","doi":"10.1097/prs.0000000000010261","title":"Peripheral Nerve Matrix Hydrogel Promotes Recovery after Nerve Transection and Repair","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Axon; Regeneration (biology); Nerve injury; Peripheral nerve injury; In vivo; Epineurial repair; Sciatic nerve; Anatomy; Anesthesia; Cell biology; Biology","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":[0.0001430739,0.0003253347,0.0001721142,0.0002065493,0.00008965968,0.0002371147,0.0001336503,0.0002027885,0.001350166],"category_scores_gemma":[0.0001123863,0.00008022742,0.0002044213,0.0001026082,0.0001247818,0.0002391333,0.0001763474,0.0002993836,0.0001791661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740512,"about_ca_system_score_gemma":0.0001798902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003624701,"about_ca_topic_score_gemma":0.0008882483,"domain_scores_codex":[0.9999168,0.00000936798,0.000005454943,0.00002087564,0.00002858796,0.00001886429],"domain_scores_gemma":[0.9998777,0.00002148391,0.00004313933,0.000007705317,0.00002219213,0.00002782683],"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":[0.00009069617,0.00004338932,0.00008738885,0.00006649937,0.000003744403,0.00002337005,0.00001000216,0.00006479804,0.9967452,0.00003365287,0.00002883334,0.002802357],"study_design_scores_gemma":[0.00001437167,0.001060564,0.002315023,0.00001559319,0.00001966489,0.000125147,0.00001849721,0.0007601199,0.994588,0.00001881138,0.001060213,0.000003986954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915325,0.002382049,0.003773283,0.00006636112,0.00005235952,0.00003465919,0.0001201477,0.0001135459,0.001925086],"genre_scores_gemma":[0.9923208,0.001040243,0.00447055,0.00003174025,0.0000135557,0.00003460041,0.0001185333,0.00001881567,0.001950987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001350166,"threshold_uncertainty_score":0.004516721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032524196463539,"score_gpt":0.2431653566765472,"score_spread":0.2228401147119118,"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."}}