{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001418204,0.0002817524,0.0001397284,0.0002771132,0.00008051445,0.0001609623,0.0001628892,0.0002541923,0.001166788],"category_scores_gemma":[0.00008219696,0.0001133771,0.0001960631,0.0001041871,0.0001470997,0.0002163585,0.0001446355,0.0002812205,0.0003016873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312692,"about_ca_system_score_gemma":0.0001532076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002437675,"about_ca_topic_score_gemma":0.0006471681,"domain_scores_codex":[0.9999255,0.000008111117,0.000004593462,0.00001450909,0.00003301759,0.00001421341],"domain_scores_gemma":[0.9999335,0.00001467407,0.00002568134,0.0000051226,0.000007503734,0.00001361985],"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":[0.00002979832,0.00002951709,0.00006304852,0.00006959228,0.000004548706,0.00006188603,0.00001069096,0.00013794,0.9939464,0.0001109748,0.00006491454,0.005470898],"study_design_scores_gemma":[0.00001834683,0.0002962096,0.0007856296,0.00001007086,0.00002308688,0.0003266899,0.000009908073,0.00167447,0.9930187,0.00005977903,0.0037682,0.000008859434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271209,0.01656106,0.05003841,0.0002554292,0.0002282926,0.0001269028,0.000234056,0.0005941854,0.004840862],"genre_scores_gemma":[0.9806176,0.002063901,0.01365158,0.00009128058,0.00004000953,0.00005142967,0.00007433647,0.00005694451,0.003353027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001166788,"threshold_uncertainty_score":0.003903329,"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."}}