{"id":"W4410124646","doi":"10.1097/gox.0000000000006729","title":"Pilot Study: A Multicenter, Prospective Study Demonstrating Safety, Usability, and Feasibility of Perioperative 1-hour Electrical Stimulation Therapy for Enhancing Peripheral Nerve Regeneration","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Planarian Biology and Electrostimulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Infineon Technologies (Canada); McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Perioperative; Adverse effect; Anesthesia; Prospective cohort study; Clinical trial; Surgery; Internal medicine","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":[0.0009609881,0.000261208,0.0005056885,0.00005898804,0.0003513994,0.00008677041,0.0001579876,0.00009332593,0.000007638515],"category_scores_gemma":[0.001835804,0.0002418845,0.00007110608,0.0002622376,0.000167903,0.00004847826,0.0001373915,0.0001178904,2.235829e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881398,"about_ca_system_score_gemma":0.0004545286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002919575,"about_ca_topic_score_gemma":0.003716298,"domain_scores_codex":[0.997622,0.0005897374,0.0006407317,0.0007627993,0.0001096061,0.0002751871],"domain_scores_gemma":[0.9983982,0.0006794013,0.000248105,0.0002151196,0.0004011129,0.00005805553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009718065,0.001142992,0.9423831,0.00001237853,0.000327724,9.81982e-7,0.0001428949,0.0005388205,0.04130642,0.000215746,0.00001934774,0.004191501],"study_design_scores_gemma":[0.004594505,0.00651047,0.972254,0.00003783346,0.00008572999,0.00001079442,0.0007402921,0.004428902,0.0105872,0.0004797416,0.000005769618,0.0002647032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97643,0.0001299721,0.0183772,0.00003789516,0.0002884222,0.004452279,0.0001235259,0.0000120067,0.0001487269],"genre_scores_gemma":[0.9987143,0.00001016435,0.0008178623,0.00003818316,0.00005581955,0.0002122681,0.0001244363,0.000009134349,0.00001786238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03071922,"threshold_uncertainty_score":0.9863762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963389649476067,"score_gpt":0.3240581228557565,"score_spread":0.2944242263609959,"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."}}