{"id":"W4389001481","doi":"10.1007/s11914-023-00839-x","title":"Biomimetic Inspired Hydrogels for Regenerative Vertebral Body Stenting","year":2023,"lang":"en","type":"review","venue":"Current Osteoporosis Reports","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; Irish Research Council","keywords":"Self-healing hydrogels; Regenerative medicine; Vertebral body; Regeneration (biology); Orthopedic surgery; Medicine; Anatomy; Surgery; Biology; Engineering; Stem cell; Cell biology; Chemical engineering","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":[0.0006599362,0.001059993,0.002816369,0.0005340257,0.0001248409,0.000212824,0.0003149982,0.0004555779,0.00004582516],"category_scores_gemma":[0.000265254,0.001040873,0.0008978151,0.000663467,0.00004676549,0.000181565,0.000166801,0.0003806859,0.0001889094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003585213,"about_ca_system_score_gemma":0.0001424687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004301972,"about_ca_topic_score_gemma":0.000001967776,"domain_scores_codex":[0.9954919,0.00007554625,0.002249142,0.0009133748,0.0004022314,0.0008678507],"domain_scores_gemma":[0.9978136,0.0001699078,0.0006711824,0.00102139,0.00009265246,0.0002312763],"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":[0.000001914515,0.00006301752,0.000002543855,0.1013913,0.0008274297,0.000201942,0.0001950544,0.0006574632,0.0003610954,0.00004897551,0.01096322,0.885286],"study_design_scores_gemma":[0.0001783648,0.00004026747,0.000001286808,0.01591557,0.001135916,0.0001749711,0.000007348745,0.0006396663,0.0008468304,0.00004707821,0.9798797,0.001133052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003098709,0.979435,0.0005153057,0.000002235359,0.01449983,0.00277499,0.0002924113,0.002099222,0.00007114215],"genre_scores_gemma":[0.0001890983,0.9928321,0.0005881624,0.00000124606,0.001054469,0.002362326,0.001809236,0.0006892139,0.0004741566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9689164,"threshold_uncertainty_score":0.9992042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06627552196750701,"score_gpt":0.3220915390783108,"score_spread":0.2558160171108038,"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."}}