{"id":"W4415135740","doi":"10.1002/mabi.202500281","title":"Injectable Self‐Polymerizing Hydrogel as Bone Filler for Bone Defect Treatment","year":2025,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Gelatin; Polymerization; Bone cement; Nanoparticle; Porosity; Filler (materials); Radical polymerization; Biocompatible material; Matrix (chemical analysis)","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"],"consensus_categories":[],"category_scores_codex":[0.0001908967,0.0002936794,0.0003268971,0.0002027738,0.0001462417,0.0001144191,0.000221935,0.00009624156,0.00004015979],"category_scores_gemma":[0.00004910316,0.0002967466,0.000147038,0.0005488924,0.00005388091,0.00008789644,0.0000646143,0.00006027689,0.00006382045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191487,"about_ca_system_score_gemma":0.0000589711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000676753,"about_ca_topic_score_gemma":0.000003660213,"domain_scores_codex":[0.9985674,0.00001639173,0.00027503,0.0004044143,0.0001629035,0.0005738788],"domain_scores_gemma":[0.9993665,0.00004666956,0.000030451,0.0004323406,0.00002433013,0.00009967742],"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":[0.000006614293,0.00004006,0.000008524359,0.0001059541,0.00005553269,0.00003667397,0.00011858,0.004855623,0.9923877,0.001088575,0.0002057071,0.001090467],"study_design_scores_gemma":[0.0005485663,0.0001357196,0.00001798844,0.00006755845,0.00005492835,0.00004235503,0.00001730902,0.02899729,0.9546443,0.0003250389,0.01480923,0.0003397502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592727,0.003998166,0.02897636,0.0001136815,0.001314344,0.0007832908,0.00004260397,0.001220136,0.00427865],"genre_scores_gemma":[0.9895113,0.000079859,0.009030322,0.00008321587,0.0000398993,0.0002118508,0.00001120815,0.00005298259,0.0009794181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03774342,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005456952242106108,"score_gpt":0.2244772778289964,"score_spread":0.2190203255868903,"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."}}