{"id":"W4401428400","doi":"10.1002/adma.202470256","title":"Multifunctional Dopamine‐Based Hydrogel Microneedle Electrode for Continuous Ketone Sensing (Adv. Mater. 32/2024)","year":2024,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Dopamine; Materials science; Ketone; Catechol; Self-healing hydrogels; Ketone bodies; Nanotechnology; Biomedical engineering; Polymer chemistry; Organic chemistry; Chemistry; Medicine; Biochemistry; 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":[0.0001580212,0.0003178162,0.0002388348,0.0002692881,0.0001403185,0.000233334,0.0002903061,0.0005492982,0.001478201],"category_scores_gemma":[0.0001598375,0.0001628342,0.0001593197,0.000126922,0.000144149,0.0004665614,0.0002430743,0.0002908721,0.0005502187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840689,"about_ca_system_score_gemma":0.0001323677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003876383,"about_ca_topic_score_gemma":0.001128104,"domain_scores_codex":[0.9998419,0.000008430997,0.000009103909,0.0000547844,0.00006273963,0.0000231191],"domain_scores_gemma":[0.9999299,0.00001861267,0.00001565808,0.000005709641,0.00001929829,0.00001089285],"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":[0.00001963155,0.000005567201,0.00002578157,0.00004370249,0.000001596512,0.00003206436,0.000008173608,0.00002442142,0.9959527,0.00006695698,0.0001712754,0.003648152],"study_design_scores_gemma":[0.000005988693,0.00007244969,0.0004330936,0.000003334418,0.000003348222,0.0001363154,0.000007716492,0.0005937577,0.9963231,0.00001909058,0.00239654,0.000005338517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719437,0.02064949,0.08656114,0.001113357,0.0009947045,0.0002879474,0.00120207,0.001488417,0.0157591],"genre_scores_gemma":[0.9199672,0.003554401,0.06437484,0.0004566752,0.00008320496,0.0001472786,0.0003593143,0.00005133854,0.01100573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001478201,"threshold_uncertainty_score":0.00494504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153729226770088,"score_gpt":0.3029126368063171,"score_spread":0.2875397141293083,"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."}}