{"id":"W4391926263","doi":"10.3389/fnint.2024.1321872","title":"Bioelectronic Medicine: a multidisciplinary roadmap from biophysics to precision therapies","year":2024,"lang":"en","type":"review","venue":"Frontiers in Integrative Neuroscience","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Victoria; McGill University; University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; National Institute of General Medical Sciences; Texas Children's Hospital","keywords":"Neuromodulation; Multidisciplinary approach; Neuroscience; Translational research; Computer science; Neuroprosthetics; Medicine; Nanotechnology; Engineering ethics; Engineering; Psychology; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003623994,0.001269962,0.002158701,0.001814753,0.0002982605,0.0002993623,0.002871962,0.0002699714,0.00001426634],"category_scores_gemma":[0.002000108,0.0008049399,0.0004720935,0.007085473,0.001044411,0.0006947123,0.0007668038,0.001964657,0.0001562278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004843107,"about_ca_system_score_gemma":0.0003945985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003874187,"about_ca_topic_score_gemma":0.00001042316,"domain_scores_codex":[0.9929161,0.0005394358,0.001086446,0.003200949,0.001072945,0.001184094],"domain_scores_gemma":[0.9976321,0.0006832666,0.0003062245,0.0009864271,0.00003991834,0.0003520854],"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":[0.00004416445,0.000180563,0.000006105271,0.001112734,0.00001034662,0.0005662349,0.002783851,0.00005397659,0.08888376,0.001133921,0.01007028,0.8951541],"study_design_scores_gemma":[0.0002167208,0.001055218,0.00001106456,0.01640163,0.0001772413,0.00006233212,0.0002538079,0.004117047,0.007246954,0.00288655,0.9661592,0.001412243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005746003,0.9754841,0.005533044,0.0004092821,0.01498306,0.002092612,0.0002313871,0.0003660849,0.0003258499],"genre_scores_gemma":[0.0008781797,0.995658,0.0005770375,0.0005529929,0.0003122214,0.0003960771,0.000008288138,0.0001445896,0.00147264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9560889,"threshold_uncertainty_score":0.9994401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06473237907898406,"score_gpt":0.3711320736767104,"score_spread":0.3063996945977263,"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."}}