{"id":"W4413950267","doi":"10.3390/gels11090707","title":"Printable Conductive Hydrogels and Elastomers for Biomedical Application","year":2025,"lang":"en","type":"review","venue":"Gels","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Self-healing hydrogels; Elastomer; Materials science; Electrical conductor; Nanotechnology; Conductive polymer; Electrically conductive; Polymer science; Composite material; Polymer chemistry; Polymer","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":[0.0003750421,0.0009430975,0.0006848341,0.00241591,0.000264555,0.0007367486,0.000495293,0.0009601763,0.005196995],"category_scores_gemma":[0.0003877,0.0003107201,0.0004819414,0.001755193,0.0002629037,0.001053124,0.0005585451,0.001226957,0.002525447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132686,"about_ca_system_score_gemma":0.000695414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004958787,"about_ca_topic_score_gemma":0.001100261,"domain_scores_codex":[0.9998376,0.00001565888,0.00001780231,0.00002712877,0.00008319973,0.00001855651],"domain_scores_gemma":[0.999886,0.00005443839,0.00001921,0.000005354844,0.00002529082,0.000009706918],"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":[0.00003139696,0.0001075892,0.0001172032,0.02318995,0.00006815518,0.0003090446,0.00007579094,0.0005242118,0.0228309,0.007920694,0.01770511,0.92712],"study_design_scores_gemma":[0.000006535205,0.00007679954,0.0003828605,0.002210302,0.0000596604,0.0008000467,0.00003371462,0.0001120112,0.00541685,0.001355975,0.9895285,0.00001662897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004973328,0.9946365,0.0006514778,0.0001691156,0.0002703379,0.0000137535,0.00004266644,0.00002191713,0.003696936],"genre_scores_gemma":[0.001932873,0.9953277,0.0006475253,0.0001561066,0.00009099904,0.00001527022,0.00004988838,0.000003133525,0.001776464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005196995,"threshold_uncertainty_score":0.01738566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190649799495675,"score_gpt":0.300216234516903,"score_spread":0.2783097365219462,"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."}}