{"id":"W4386836445","doi":"10.1016/j.jddst.2023.104966","title":"Scrophularia striata extract incorporated nanofibrous scaffold improved osteogenic differentiation of mesenchymal stem cells","year":2023,"lang":"en","type":"article","venue":"Journal of Drug Delivery Science and Technology","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Scaffold; Osteocalcin; Mesenchymal stem cell; Osteonectin; Electrospinning; Biocompatibility; Nanofiber; Biomedical engineering; Chemistry; Alkaline phosphatase; Tissue engineering; Polycaprolactone; Materials science; Cell biology; Nanotechnology; Biochemistry; Biology; Polymer; Medicine; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0008713302,0.0001416033,0.000333257,0.001155105,0.00006426182,0.00004838171,0.0004128695,0.0001280237,0.000008517801],"category_scores_gemma":[0.00004186446,0.0001273485,0.00003696559,0.001815317,0.0002115232,0.0004391659,0.0001180304,0.0001580519,0.000008784373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007182566,"about_ca_system_score_gemma":0.0001185677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000677789,"about_ca_topic_score_gemma":0.000002316231,"domain_scores_codex":[0.998687,0.00001828853,0.0005225234,0.0001518658,0.0003159057,0.0003043656],"domain_scores_gemma":[0.9990792,0.00004414174,0.0002650942,0.0002116846,0.0003213575,0.00007849995],"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":[0.000009916424,0.00001049903,0.0002539608,0.00004433154,0.00002742545,0.00002038949,0.00005974023,0.001536883,0.9905795,0.00004446071,0.0001134783,0.007299444],"study_design_scores_gemma":[0.000417003,0.0001305601,0.001119004,0.00006421512,0.00003134961,0.0000674959,0.0001913756,0.02389695,0.9736679,0.0002178697,0.00005874802,0.0001375344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978819,0.0004598365,0.0003455705,0.00008241957,0.0009254268,0.0001095725,0.0000115677,0.0001748944,0.000008807665],"genre_scores_gemma":[0.9988862,0.000197616,0.0008326957,0.000001724188,0.00003634792,0.00000169215,9.189396e-7,0.00001715931,0.00002570578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02236007,"threshold_uncertainty_score":0.5193123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007792273173081461,"score_gpt":0.1933782643899852,"score_spread":0.1855859912169038,"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."}}