{"id":"W4412809440","doi":"10.1002/adhm.202502058","title":"Bioengineered Hydrogels for Restoring Cardiac Electronic Activity after Myocardial Infarction","year":2025,"lang":"en","type":"review","venue":"Advanced Healthcare Materials","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Self-healing hydrogels; Biocompatibility; Materials science; Biomedical engineering; Myocardial infarction; Nanotechnology; Heart failure; Tissue engineering; Biocompatible material; Cardiology; 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":[0.0002103453,0.000591875,0.000707524,0.001264505,0.000147256,0.0004645572,0.000415684,0.000676912,0.001274448],"category_scores_gemma":[0.0001461786,0.0002357329,0.0003316806,0.0009429757,0.0001880183,0.000516561,0.0004258053,0.0007545164,0.00080618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790608,"about_ca_system_score_gemma":0.0002563569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004096206,"about_ca_topic_score_gemma":0.0008355388,"domain_scores_codex":[0.9999286,0.000008793016,0.000007955266,0.00001137356,0.00003215063,0.00001104457],"domain_scores_gemma":[0.9999608,0.00001307509,0.00001082806,0.0000011712,0.000009183398,0.000005003413],"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":[0.0001066775,0.0002234113,0.0001447702,0.0249486,0.0001407722,0.0004433747,0.0001109382,0.0006223539,0.0559113,0.004684715,0.01244313,0.9002201],"study_design_scores_gemma":[0.00004253651,0.0004056302,0.001593586,0.002643047,0.0001841502,0.001947106,0.00005887828,0.0003666679,0.02036008,0.0009155046,0.9714427,0.00004012149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001214896,0.9966535,0.0002446538,0.00006165716,0.0001211473,0.000009982718,0.00001827285,0.00001114781,0.001664739],"genre_scores_gemma":[0.006310768,0.9915236,0.0004022878,0.0001279444,0.00007087085,0.00001519399,0.00004217999,0.000002723084,0.001504434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001274448,"threshold_uncertainty_score":0.004263401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544611351020265,"score_gpt":0.3665986288106012,"score_spread":0.3411525153003986,"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."}}