{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006218082,0.001253364,0.0009745456,0.000399905,0.0006210669,0.0005827314,0.0005462994,0.0006526592,0.002951118],"category_scores_gemma":[0.003417305,0.0003771941,0.0008304129,0.0002389761,0.0009685382,0.000768576,0.0004569923,0.0009531417,0.000695538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213193,"about_ca_system_score_gemma":0.001359117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002432581,"about_ca_topic_score_gemma":0.0003211416,"domain_scores_codex":[0.9978579,0.001212484,0.0002065881,0.0002827405,0.0002664321,0.0001738233],"domain_scores_gemma":[0.9960443,0.001243604,0.000856619,0.0005879228,0.0006184257,0.0006493177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2315962,0.3809456,0.1066258,0.002287286,0.001345514,0.001320337,0.003590574,0.001046157,0.1463339,0.0004130576,0.0020213,0.1224744],"study_design_scores_gemma":[0.01060986,0.9613288,0.02242355,0.00002647703,0.0002130207,0.0002570133,0.0002297781,0.0002221345,0.003843589,0.00003064788,0.0007992993,0.00001585497],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921509,0.0002319216,0.002242163,0.00004618878,0.00004190874,0.004700334,0.000172683,0.00003384687,0.0003801859],"genre_scores_gemma":[0.9827055,0.0004200882,0.007425713,0.0003259654,0.000167226,0.007690239,0.000500098,0.00002346454,0.000741815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006218082,"threshold_uncertainty_score":0.03288472,"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."}}