{"id":"W2018981033","doi":"10.1016/j.biomaterials.2011.08.016","title":"Accelerated mineralization of dense collagen-nano bioactive glass hybrid gels increases scaffold stiffness and regulates osteoblastic function","year":2011,"lang":"en","type":"article","venue":"Biomaterials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":200,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Bioactive glass; Alkaline phosphatase; Scaffold; Mineralization (soil science); Simulated body fluid; Biomedical engineering; Tissue engineering; Hydroxylapatite; Nanocomposite; Biophysics; Nanotechnology; Chemistry; Composite material; Biochemistry","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":[0.0001909127,0.0002904758,0.0001784858,0.0002143122,0.0001174514,0.0002702964,0.0001328774,0.0003213955,0.0006867691],"category_scores_gemma":[0.0001256658,0.0002477203,0.0001998027,0.000103613,0.0002335949,0.0002140906,0.0001870301,0.0003300234,0.0001100941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367617,"about_ca_system_score_gemma":0.000306105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361288,"about_ca_topic_score_gemma":0.004579532,"domain_scores_codex":[0.999886,0.00001284167,0.000008139064,0.00002328877,0.0000352446,0.00003444636],"domain_scores_gemma":[0.9998395,0.00004183609,0.00005372209,0.000009524019,0.00001526552,0.00004007981],"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":[0.00003198667,0.000005044047,0.00002793911,0.000009535347,0.000001326834,0.000009877167,0.000004573897,0.00002858159,0.9996663,0.00001513869,0.000005284251,0.0001944535],"study_design_scores_gemma":[0.0000147057,0.00009626064,0.001050377,0.0000023548,0.000007151624,0.00004851237,0.00001441717,0.0006288213,0.9977579,0.00002065428,0.0003541516,0.000004757902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952196,0.0009347167,0.002756608,0.00004911883,0.00003644938,0.00001585119,0.00009878843,0.00005003838,0.0008388188],"genre_scores_gemma":[0.9963323,0.0003501739,0.002044312,0.0000332737,0.000009824915,0.00001563329,0.00006953324,0.00002199205,0.001123026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001361288,"threshold_uncertainty_score":0.002706766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148048818084734,"score_gpt":0.202441368652263,"score_spread":0.1809608804714156,"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."}}