{"id":"W4410539093","doi":"10.1039/d5cc01385b","title":"Edible batteries for biomedical innovation: advances, challenges, and future perspectives","year":2025,"lang":"en","type":"review","venue":"Chemical Communications","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Key Research and Development Program of China; State Key Laboratory of Polymer Materials Engineering; National Natural Science Foundation of China","keywords":"Sustainable energy; Intersection (aeronautics); Nanotechnology; Energy (signal processing); Biochemical engineering; Efficient energy use; Business; Engineering; Materials science; Electrical engineering; Renewable energy; Transport engineering","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":[0.0009060001,0.0006253335,0.0008750191,0.001423543,0.0003016496,0.001818916,0.0007072664,0.001257287,0.004694639],"category_scores_gemma":[0.0007303749,0.0002621768,0.0004970737,0.001689194,0.0005464277,0.002567398,0.0008848947,0.001747519,0.001378616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005747054,"about_ca_system_score_gemma":0.001197131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000502073,"about_ca_topic_score_gemma":0.00140518,"domain_scores_codex":[0.99976,0.00004382146,0.00002684517,0.00003444852,0.00009760118,0.00003733236],"domain_scores_gemma":[0.9996557,0.0001893748,0.00003436594,0.00001101756,0.0000859781,0.00002363893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007409604,0.0001117157,0.0002117522,0.03085392,0.00008613606,0.0005192059,0.0002682958,0.0009051818,0.01157294,0.05631771,0.02384821,0.8752307],"study_design_scores_gemma":[0.000006815715,0.00008103628,0.0001891575,0.00310471,0.00004554358,0.000576408,0.0001449381,0.0001769833,0.00194597,0.007764963,0.985946,0.00001751577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004138153,0.9953666,0.0005875687,0.0008023123,0.0002716434,0.000005797463,0.00002204179,0.00001130539,0.002518887],"genre_scores_gemma":[0.002096797,0.9960282,0.0004182956,0.0002794836,0.0001211388,0.000006313746,0.00002040166,0.000002174805,0.001027274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004694639,"threshold_uncertainty_score":0.01570511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07475016883652708,"score_gpt":0.3809960241073525,"score_spread":0.3062458552708254,"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."}}