{"id":"W4403689891","doi":"10.1002/adhm.202401642","title":"Industry‐Scalable Reusable Textile Electrodes for Neurostimulation Applications","year":2024,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Neurostimulation; Electrode; Materials science; Wearable computer; Biomedical engineering; PEDOT:PSS; Textile; Composite material; Computer science; Stimulation; Medicine; Embedded system; Polymer","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":[0.0001558291,0.0001760372,0.000197122,0.0001218094,0.0002890704,0.0001869524,0.0002192183,0.0001666274,0.00004620704],"category_scores_gemma":[0.0002616943,0.0001677111,0.00004148232,0.0005348629,0.0000548009,0.0005440919,0.00004272673,0.0002770929,0.00007075026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006516238,"about_ca_system_score_gemma":0.00007665697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001112499,"about_ca_topic_score_gemma":0.000002032796,"domain_scores_codex":[0.9982757,0.00005303305,0.0003287289,0.0006518466,0.0001744512,0.0005162467],"domain_scores_gemma":[0.9991733,0.0003219407,0.00005726435,0.0002928476,0.00003737294,0.0001172611],"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":[0.0000215666,0.00001139379,0.000002594941,0.0002505787,5.206174e-7,0.000004094019,0.00002143426,0.001220811,0.9787329,0.01648372,0.0001503851,0.003100025],"study_design_scores_gemma":[0.0001143882,0.0001378643,0.00002483871,0.00005360976,0.000004196277,0.00002180735,0.000007001467,0.001788314,0.9326205,0.003924431,0.06114768,0.0001553159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770999,0.000303223,0.009854352,0.005742812,0.002391205,0.002733173,0.0003745694,0.001213503,0.0002872719],"genre_scores_gemma":[0.9953401,0.0001415092,0.0006726186,0.001515878,0.0002642573,0.0008541723,0.00001647939,0.00005428393,0.001140698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0609973,"threshold_uncertainty_score":0.6839059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286498410279313,"score_gpt":0.3551023373036006,"score_spread":0.3122373532008075,"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."}}