{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002215574,0.0004331458,0.0001596491,0.0003055627,0.00009424102,0.0003166162,0.0003788648,0.0005563248,0.001661853],"category_scores_gemma":[0.0005293207,0.0001481427,0.0002223769,0.0002440636,0.0001491219,0.0005720682,0.0003144952,0.0003990763,0.0006301389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950341,"about_ca_system_score_gemma":0.0001396153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001214933,"about_ca_topic_score_gemma":0.0003699065,"domain_scores_codex":[0.9998279,0.00002027662,0.00001440561,0.0000381398,0.00007874854,0.00002048509],"domain_scores_gemma":[0.9997687,0.00004727384,0.00007324773,0.00003248523,0.00006046607,0.00001786315],"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":[0.00002655774,0.00002519071,0.0001541399,0.0001891225,0.000007269351,0.0001446434,0.0000183742,0.0004539904,0.9785329,0.0003548854,0.000577318,0.01951564],"study_design_scores_gemma":[0.00002001291,0.0008297979,0.003028278,0.00005342106,0.00002820983,0.001104741,0.00005960892,0.006140268,0.9672403,0.0006309453,0.02083896,0.00002537013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6298269,0.02204347,0.3224655,0.001371031,0.001025022,0.0004592607,0.0008749698,0.001927621,0.02000625],"genre_scores_gemma":[0.8814158,0.00611156,0.1027846,0.0003104955,0.0001070498,0.0002071294,0.0004191822,0.00009279989,0.00855146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001661853,"threshold_uncertainty_score":0.005559504,"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."}}