{"id":"W3007643320","doi":"10.1002/micr.30574","title":"Peripheral nerve repair throughout the body with processed nerve allografts: Results from a large multicenter study","year":2020,"lang":"en","type":"article","venue":"Microsurgery","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"","keywords":"Medicine; Neuroma; Peripheral nerve; Sensation; Surgery; Peripheral; Multicenter study; Nerve injury; Sensory system; Motor nerve; Anatomy; Internal medicine; Randomized controlled trial","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":[],"consensus_categories":[],"category_scores_codex":[0.0004098427,0.0003066222,0.0003189561,0.00003182298,0.0005276898,0.0002950872,0.0003669199,0.00008429617,0.00005601952],"category_scores_gemma":[0.0004504232,0.0001810908,0.0001836378,0.0004870628,0.0001607779,0.0004755712,0.0001435508,0.0003377644,0.00005029222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003038295,"about_ca_system_score_gemma":0.00008683559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001817319,"about_ca_topic_score_gemma":0.0001414764,"domain_scores_codex":[0.9971351,0.0004965292,0.0005485317,0.0009519013,0.0003979233,0.0004700066],"domain_scores_gemma":[0.9986538,0.0003513093,0.0002467141,0.0005369591,0.00008466849,0.0001265591],"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":[0.002498096,0.001098524,0.04013196,0.00002542617,0.00007056743,0.0005171478,0.01097824,0.0001130735,0.933975,0.00002139087,0.0104643,0.0001062256],"study_design_scores_gemma":[0.006083291,0.0009285196,0.0230785,0.00007469146,0.0001399293,0.00001934091,0.003589975,0.004972978,0.9309008,0.00001645169,0.02938797,0.0008075977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942092,0.0001063763,0.0001748224,0.003515196,0.0003579898,0.0008543817,0.0002979757,0.0003471464,0.0001368964],"genre_scores_gemma":[0.993812,0.000008740746,0.0001459017,0.0049279,0.0004727039,0.00008360024,0.00006973529,0.00004672286,0.0004327151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01892367,"threshold_uncertainty_score":0.7384667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022940000126242,"score_gpt":0.2817727221556643,"score_spread":0.2515433221544019,"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."}}