{"id":"W2519477242","doi":"10.3390/jfb7030027","title":"Synthesis and Characterization of Nanodiamond Reinforced Chitosan for Bone Tissue Engineering","year":2016,"lang":"en","type":"article","venue":"Journal of Functional Biomaterials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanodiamond; Materials science; Characterization (materials science); Chitosan; Tissue engineering; Nanotechnology; Biomedical engineering; Composite material; Chemical engineering; Diamond; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003159732,0.0001661743,0.0004397263,0.0002333085,0.00002042222,0.0000310589,0.00007050911,0.0001003758,0.0001222673],"category_scores_gemma":[0.0001962063,0.0001247793,0.00005995893,0.00007069053,0.0000241404,0.0002997582,0.00001545723,0.00001544027,0.000003305197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002781893,"about_ca_system_score_gemma":0.0000156943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.160066e-7,"about_ca_topic_score_gemma":3.835656e-8,"domain_scores_codex":[0.9988464,0.00001478864,0.0007247528,0.00008653084,0.0001636318,0.0001638984],"domain_scores_gemma":[0.9993124,0.0001727737,0.0002538446,0.0001019612,0.00008232619,0.00007671265],"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":[0.0000942531,0.000005127655,0.000008567683,0.0002468569,0.00008541076,0.000002289271,0.00002184338,0.0007898129,0.9971938,0.0001465603,0.00008885572,0.001316583],"study_design_scores_gemma":[0.0004703325,0.00009355086,0.003347822,0.0002582316,0.00004527172,0.0001048903,0.000002146948,0.0001838414,0.9936821,0.00001626091,0.001649415,0.0001461209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590477,0.00009973932,0.03815711,0.00008368648,0.002238137,0.0001450569,0.0001559305,0.0000635988,0.000009066305],"genre_scores_gemma":[0.9973248,0.0001044901,0.001886085,0.000003275237,0.0005672812,0.00001938736,0.000007587541,0.00004434959,0.000042772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03827709,"threshold_uncertainty_score":0.5088353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008430997718107921,"score_gpt":0.1876953583117378,"score_spread":0.1792643605936298,"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."}}