{"id":"W2060974675","doi":"10.1016/j.eurpolymj.2015.01.038","title":"Photo-cross-linked methacrylated polysaccharide solution blends with high chondrocyte viability, minimal swelling, and moduli similar to load bearing soft tissues","year":2015,"lang":"en","type":"article","venue":"European Polymer Journal","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Research and Innovation Foundation; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Foundation for Innovation","keywords":"Self-healing hydrogels; Prepolymer; Swelling; Materials science; Polymer chemistry; Dynamic mechanical analysis; Hyaluronic acid; Chitosan; Biomedical engineering; Chemistry; Chemical engineering; Biophysics; Polymer; Composite material; Polyurethane; Biochemistry; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001803748,0.0004692828,0.0001582445,0.00025489,0.0001239534,0.0002606318,0.0001199159,0.0002690748,0.001529569],"category_scores_gemma":[0.0001962534,0.00015947,0.0001922979,0.0002215551,0.0001758455,0.0004324661,0.0001755582,0.000355431,0.0002079993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557413,"about_ca_system_score_gemma":0.0001859121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003647455,"about_ca_topic_score_gemma":0.0008697042,"domain_scores_codex":[0.9999001,0.000009963355,0.000009008139,0.00001978746,0.00003818299,0.00002293287],"domain_scores_gemma":[0.9997686,0.00003431627,0.0000934421,0.00001581549,0.00002976379,0.00005807832],"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":[0.00004339067,0.000008955101,0.00002570609,0.00001370595,0.000001932107,0.00001533576,0.00000597903,0.00003015244,0.9993671,0.00002535374,0.000007817186,0.0004546375],"study_design_scores_gemma":[0.00001127039,0.0002018568,0.001276222,0.000003152636,0.00001165564,0.00006231516,0.00001011172,0.0002149427,0.9976948,0.00001406856,0.0004956438,0.000003929379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958069,0.000559455,0.002123178,0.00003423334,0.00002963149,0.00001850534,0.0001052708,0.00004727982,0.00127552],"genre_scores_gemma":[0.9941363,0.0003701785,0.00232222,0.00004261202,0.000008805328,0.00002013942,0.0001537704,0.00004107724,0.002904832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001529569,"threshold_uncertainty_score":0.00511694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428727826810345,"score_gpt":0.2720604430026061,"score_spread":0.2477731647345027,"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."}}