{"id":"W2362666303","doi":"10.1177/0885328216638636","title":"Improving PEEK bioactivity for craniofacial reconstruction using a 3D printed scaffold embedded with mesenchymal stem cells","year":2016,"lang":"en","type":"article","venue":"Journal of Biomaterials Applications","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Scaffold; Peek; 3d printed; Mesenchymal stem cell; Materials science; Biomedical engineering; Craniofacial; Stem cell; Composite material; Biology; Cell biology; Medicine; Polymer","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":[0.0004009407,0.0002168233,0.0004139741,0.0001958523,0.00008642004,0.00009897162,0.0001684248,0.0001190479,0.00003696765],"category_scores_gemma":[0.00001077366,0.000156336,0.00008140867,0.000158362,0.0000594392,0.0003788039,0.00002086304,0.00003039065,0.000008346572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811119,"about_ca_system_score_gemma":0.00005977423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008750544,"about_ca_topic_score_gemma":0.000002001335,"domain_scores_codex":[0.9987071,0.00003246399,0.0006588642,0.0001704234,0.000161892,0.0002692607],"domain_scores_gemma":[0.9989858,0.0000636578,0.0004090343,0.0002302888,0.0002012613,0.0001099645],"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":[0.00007372834,0.00002365792,0.00001369302,0.0001352114,0.0000878473,0.000001501707,0.00004052315,0.0006244646,0.9812284,0.00004928386,0.0000233292,0.01769842],"study_design_scores_gemma":[0.0008381446,0.00008531279,0.00008990747,0.0001398339,0.00009493921,0.000265369,0.00004351303,0.001623827,0.9957531,0.00004445307,0.0007882369,0.0002333831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6092259,0.00001795414,0.3894664,0.00002688378,0.000626099,0.0004172525,0.0001025621,0.0001098008,0.000007070878],"genre_scores_gemma":[0.9331185,0.00001500956,0.0661203,0.000002170771,0.0005580421,0.00009169858,0.000001469248,0.00006824076,0.00002460912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3238925,"threshold_uncertainty_score":0.6375197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364063761401058,"score_gpt":0.2228412139571651,"score_spread":0.2092005763431545,"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."}}