{"id":"W4403269503","doi":"10.3389/fchem.2024.1500836","title":"Editorial: Biocompatible hydrogels: properties, synthesis and applications in biomedicine","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Chemistry","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biocompatible material; Self-healing hydrogels; Biomedicine; Nanotechnology; Materials science; Polymer science; Polymer chemistry; Biomedical engineering; Engineering; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006421737,0.000371842,0.000592136,0.0003562918,0.0000284807,0.00008335769,0.0005595684,0.001354123,0.00002492763],"category_scores_gemma":[0.001122921,0.0003499486,0.00005178254,0.0007827586,0.000296592,0.00004987625,0.0001999011,0.002008204,0.00001393721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006402703,"about_ca_system_score_gemma":0.0002574062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009329867,"about_ca_topic_score_gemma":0.000006394963,"domain_scores_codex":[0.9974809,0.00002351853,0.0005251181,0.0005772989,0.0008740689,0.0005190668],"domain_scores_gemma":[0.9988828,0.0003945086,0.00004120955,0.0004435054,0.00005388494,0.0001840689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007806905,0.00002892751,0.0001133531,0.004688012,0.00005317513,0.000009336241,0.00005576569,0.00002142834,0.002508468,2.172034e-7,0.987269,0.005244535],"study_design_scores_gemma":[0.0002107255,0.000005215558,0.000001976187,0.00168802,0.00002494262,4.920873e-7,0.00008771176,0.001887924,0.009799671,0.0001466438,0.9858196,0.0003271016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004137307,0.01448266,0.00024937,0.00005190262,0.9823214,0.0003957732,0.0001464306,0.0002824494,0.001656329],"genre_scores_gemma":[0.0009708533,0.003255483,0.0008191773,0.000001356644,0.9932728,0.0008209957,0.0001995042,0.0001306932,0.0005291785],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01122717,"threshold_uncertainty_score":0.9999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007617690284268367,"score_gpt":0.2407721693562976,"score_spread":0.2331544790720293,"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."}}