{"id":"W2747713188","doi":"10.1021/acssuschemeng.7b02051","title":"Biocompatible and Biodegradable Bioplastics Constructed from Chitin via a “Green” Pathway for Bone Repair","year":2017,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Bioplastic; Biocompatibility; Chitin; Self-healing hydrogels; Biodegradation; Materials science; Chemical engineering; Biomaterial; Biocomposite; Ultimate tensile strength; Tissue engineering; Extrusion; Cellulose; Polymer chemistry; Chemistry; Composite material; Composite number; Nanotechnology; Biomedical engineering; Organic chemistry; Chitosan; Waste management","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":[0.0001694053,0.0005002312,0.000558579,0.00008202945,0.0002880636,0.0002888292,0.0003485863,0.0002684401,0.00005556778],"category_scores_gemma":[0.0002918551,0.000590204,0.00009254697,0.0001072082,0.00008973196,0.000332658,0.0001922749,0.0002343965,0.000005225092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580057,"about_ca_system_score_gemma":0.00004285342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002810252,"about_ca_topic_score_gemma":0.000001523876,"domain_scores_codex":[0.9980787,0.000004425735,0.0004386656,0.0004455073,0.0001574636,0.0008752399],"domain_scores_gemma":[0.9985591,0.0001238967,0.0001061018,0.0008599284,0.000116807,0.0002341519],"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":[0.00001907437,0.00001922117,0.000305642,0.002721945,0.0001768947,0.0001150442,0.0001206941,0.02090762,0.9744247,0.0002309582,0.0004731142,0.0004851526],"study_design_scores_gemma":[0.00103365,0.00002381649,0.0005837326,0.0001792554,0.00006453283,0.00005111189,0.000183981,0.104427,0.8751994,0.0002134223,0.01721596,0.000824118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713181,0.001736259,0.02348279,0.00004672238,0.0004002049,0.000487762,0.0002259859,0.001881776,0.0004204242],"genre_scores_gemma":[0.9815505,0.00004283564,0.01668003,0.000004101823,0.0003742161,0.0001586033,0.0001047898,0.0001738041,0.0009110819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0992252,"threshold_uncertainty_score":0.9996549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005344628523431647,"score_gpt":0.1839109131513869,"score_spread":0.1785662846279552,"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."}}