{"id":"W2020987268","doi":"10.1016/j.actbio.2009.07.027","title":"Collagen and glycopolymer based hydrogel for potential corneal application","year":2009,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Proteoglycans and glycosaminoglycans research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Self-healing hydrogels; Materials science; Polymer; Ethylene glycol; Fourier transform infrared spectroscopy; Glycopolymer; Adhesion; Biocompatibility; Tissue engineering; Chemical engineering; Polymer chemistry; Ultimate tensile strength; Polymerization; Composite material; Biomedical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001862766,0.0002489495,0.000120398,0.000156892,0.0001282516,0.0002714562,0.000192392,0.0004300792,0.001522144],"category_scores_gemma":[0.0001556099,0.0001271322,0.0001827034,0.0001283187,0.000135086,0.0002359726,0.0001355394,0.0002217214,0.0002334083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973126,"about_ca_system_score_gemma":0.0002871332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008252056,"about_ca_topic_score_gemma":0.001795745,"domain_scores_codex":[0.9999223,0.000009669213,0.000005813288,0.00001256594,0.00002373588,0.00002587011],"domain_scores_gemma":[0.9999217,0.00001959553,0.00001537392,0.000006231797,0.000012128,0.00002495433],"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":[0.0000716137,0.00001197258,0.00005720393,0.00006402122,0.00000256587,0.00009168874,0.000007720705,0.0001075374,0.9977098,0.0001241891,0.00004340539,0.001708269],"study_design_scores_gemma":[0.00001930215,0.0001640034,0.0009676753,0.000007841658,0.00001305826,0.0002071446,0.00001488931,0.0009575135,0.995492,0.00004257468,0.002107176,0.000006813203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768605,0.009200409,0.006687928,0.0002664671,0.0001432196,0.00008336538,0.0002807032,0.00008555591,0.006391712],"genre_scores_gemma":[0.9891596,0.001850378,0.005453088,0.00007334675,0.00001708484,0.00002633158,0.0001223298,0.00001558002,0.003282136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001522144,"threshold_uncertainty_score":0.005092084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007493367232560696,"score_gpt":0.2647779892103297,"score_spread":0.257284621977769,"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."}}