{"id":"W4220910878","doi":"10.1002/advs.202201059","title":"Highly Stretchable Hydrogels as Wearable and Implantable Sensors for Recording Physiological and Brain Neural Signals","year":2022,"lang":"en","type":"article","venue":"Advanced Science","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"National Key Research and Development Program of China","keywords":"Self-healing hydrogels; Wearable computer; Materials science; Biomedical engineering; Computer science; Sensory system; SIGNAL (programming language); Nanotechnology; Neuroscience; Medicine; Embedded system; Biology","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":[0.0003522453,0.000153469,0.0002240286,0.0000758317,0.0006927963,0.00007609375,0.0001614832,0.0000229782,0.00002410117],"category_scores_gemma":[0.0001699308,0.0001491405,0.00002036816,0.0002787042,0.0001691601,0.0005667301,0.0001310514,0.0001062908,0.000001634827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004958652,"about_ca_system_score_gemma":0.00001578459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002235195,"about_ca_topic_score_gemma":0.000002079453,"domain_scores_codex":[0.9987391,0.00002764316,0.0001748059,0.0003938443,0.00016292,0.0005017505],"domain_scores_gemma":[0.9994406,0.0002247359,0.00004245631,0.0001411876,0.00002492263,0.0001261481],"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":[0.00001445096,0.000003228437,0.00001755069,0.0000143689,0.000001960707,0.000002569129,0.00004920175,0.3842972,0.6130055,0.0003495085,0.00004966947,0.002194856],"study_design_scores_gemma":[0.001387862,0.0008141803,0.0004357348,0.00006192073,0.00001734798,0.0003581481,0.0009691687,0.3130327,0.6465112,0.01971832,0.01568149,0.001011864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978748,0.000279128,0.0005854444,0.00009649537,0.0002985567,0.0001724518,0.00003293014,0.0002039538,0.0004562171],"genre_scores_gemma":[0.9948568,0.00006163299,0.004494308,0.0001387051,0.0000323467,0.00006507385,0.000004033227,0.00002040894,0.0003267416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07126439,"threshold_uncertainty_score":0.6081774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632002393139248,"score_gpt":0.2504412402365056,"score_spread":0.2341212163051131,"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."}}