{"id":"W2952070619","doi":"10.1101/039644","title":"Biocompatibility of Subcutaneously Implanted Plant-Derived Cellulose Biomaterials","year":2016,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scaffold; Decellularization; Biocompatibility; Extracellular matrix; Tissue engineering; Biomedical engineering; Chemistry; Biomaterial; Dermis; Anatomy; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001200795,0.0007665822,0.001237459,0.000322205,0.0001669089,0.0001597386,0.001623648,0.0008967579,0.0005619847],"category_scores_gemma":[0.0001675593,0.0006510824,0.0001951083,0.0004950965,0.000810034,0.0001264913,0.0009732569,0.000246433,0.0003547012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598811,"about_ca_system_score_gemma":0.0007641111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001340882,"about_ca_topic_score_gemma":0.000003398985,"domain_scores_codex":[0.9948349,0.0003529287,0.001498836,0.001603057,0.0007487206,0.0009615649],"domain_scores_gemma":[0.9949024,0.0003132755,0.001348095,0.002421114,0.0005821838,0.0004329259],"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":[0.0001151481,0.0002511464,0.0005584329,0.0005589278,0.0000704208,0.00003599635,0.000009233417,3.40325e-7,0.9970446,0.0007287342,0.0006259439,0.000001086625],"study_design_scores_gemma":[0.0004697585,0.0001159221,0.003894555,0.0004615146,0.0000992639,1.766764e-7,6.733403e-7,0.00001897113,0.9935694,0.00006131427,0.0005657278,0.0007427355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842401,0.0003675568,0.005201571,0.000251667,0.001631413,0.001374917,0.006228812,0.0006949692,0.000008975557],"genre_scores_gemma":[0.9847895,0.0001099701,0.01422786,0.00007331026,0.0003662384,0.0003006126,0.000003950248,0.0001242384,0.000004309514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009026284,"threshold_uncertainty_score":0.999594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193888126165634,"score_gpt":0.2251897303947138,"score_spread":0.2132508491330574,"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."}}