{"id":"W4402282574","doi":"10.1016/j.biomaterials.2024.122813","title":"Microgels sense wounds' temperature, pH and glucose","year":2024,"lang":"en","type":"article","venue":"Biomaterials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wound healing; Biomedical engineering; Materials science; Nanotechnology; Computer science; Surgery; 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":[0.00005711837,0.0002403157,0.0001165865,0.0001637152,0.00009156679,0.000267137,0.0001376254,0.0002924652,0.0006688476],"category_scores_gemma":[0.0001211076,0.00009626237,0.0001323136,0.00008619006,0.0001684485,0.0002464094,0.0001498686,0.0001769515,0.0001731316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324172,"about_ca_system_score_gemma":0.00008263542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003696513,"about_ca_topic_score_gemma":0.0007534799,"domain_scores_codex":[0.9999444,0.000004533102,0.000003308013,0.00001887683,0.0000184421,0.0000103259],"domain_scores_gemma":[0.999933,0.00001502399,0.00002395042,0.000006926513,0.00001125204,0.000009889993],"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":[0.00002461503,0.000008028883,0.0002381971,0.00002377233,0.000002218863,0.00002472995,0.00001500351,0.00006088828,0.9957165,0.0000427842,0.00003988987,0.003803412],"study_design_scores_gemma":[0.00000311901,0.0001128002,0.002542524,0.000004598262,0.000008663538,0.0001049704,0.00004604566,0.0007648029,0.9949555,0.00003544839,0.001415385,0.000006181858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835647,0.001398291,0.01237939,0.0001181685,0.00006302622,0.00003897446,0.0001724516,0.0002236452,0.002041379],"genre_scores_gemma":[0.982208,0.0009312677,0.01250778,0.0001407858,0.0000182863,0.00004434907,0.00008948222,0.00002575682,0.00403429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006688476,"threshold_uncertainty_score":0.002237558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009153804717404273,"score_gpt":0.2198935787370597,"score_spread":0.2107397740196555,"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."}}