{"id":"W3187336605","doi":"10.1007/s40883-021-00220-3","title":"Plant Recombinant Human Collagen Type I Hydrogels for Corneal Regeneration","year":2021,"lang":"en","type":"article","venue":"Regenerative Engineering and Translational Medicine","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; Lietuvos Mokslo Taryba; Vetenskapsrådet; Linköpings Universitet; Fonds Wetenschappelijk Onderzoek; Cardiff University; European Cooperation in Science and Technology; University of Ottawa","keywords":"Self-healing hydrogels; Biocompatibility; Carbodiimide; Stroma; Cornea; Tissue engineering; Regeneration (biology); Biomedical engineering; In vivo; Transplantation; Chemistry; Corneal epithelium; Corneal transplantation; Materials science; Surgery; Cell biology; Pathology; Ophthalmology; Medicine; Biochemistry; Biology; Polymer chemistry; Biotechnology; Immunohistochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001318432,0.0001591335,0.0003180545,0.00007398016,0.0001371505,0.000009006058,0.00001667009,0.00006970468,0.00006837374],"category_scores_gemma":[0.00007394308,0.0001309551,0.0000531211,0.0001807161,0.00003370392,0.00004582027,0.00000450252,0.00006091895,0.00000168648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002323554,"about_ca_system_score_gemma":0.00007283341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007197088,"about_ca_topic_score_gemma":0.00001286458,"domain_scores_codex":[0.9991506,0.00002202453,0.0002434486,0.0002615183,0.0001648283,0.0001575296],"domain_scores_gemma":[0.9994133,0.0001567515,0.00003558142,0.000102772,0.0001582732,0.0001333212],"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":[0.001008278,0.000688735,0.02247626,0.0008007503,0.001741047,0.0009688525,0.001917647,0.007141823,0.8421285,0.09712268,0.006147463,0.01785796],"study_design_scores_gemma":[0.03082643,0.005149343,0.1012066,0.002604161,0.002136318,0.003709263,0.0002208309,0.1318067,0.5707327,0.003712938,0.1462757,0.001619088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711885,0.007382568,0.01380578,0.005581112,0.0007769212,0.000630368,0.00008394995,0.00009579503,0.0004549575],"genre_scores_gemma":[0.9930519,0.0001729429,0.002791967,0.0001103048,0.0004700517,0.00004441119,0.001769157,0.00002264526,0.001566593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2713958,"threshold_uncertainty_score":0.5340194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856827949067979,"score_gpt":0.2798745438972681,"score_spread":0.2413062644065883,"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."}}