{"id":"W2932234941","doi":"10.1155/2019/7867613","title":"In Vitro Cultivation of Limbal Epithelial Stem Cells on Surface-Modified Crosslinked Collagen Scaffolds","year":2019,"lang":"en","type":"article","venue":"Stem Cells International","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Vlaamse regering; Fonds Voor Research In Oftalmologie; Hebrew University of Jerusalem; Fonds Wetenschappelijk Onderzoek; Tampereen Yliopisto; Lietuvos Mokslo Taryba; Tekes; European Cooperation in Science and Technology","keywords":"Fibronectin; Laminin; Self-healing hydrogels; Extracellular matrix; Adhesion; Matrigel; Cell adhesion; Cell culture; Chemistry; Keratinocyte; Stem cell; Cell; In vitro; Cell biology; Molecular biology; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002146202,0.0001767129,0.0003330046,0.0001472908,0.00002508189,0.00001545809,0.0001303032,0.0001240862,0.0003302907],"category_scores_gemma":[0.000003423656,0.00015711,0.0001409544,0.0001628272,0.0000352655,0.0001114867,0.00004665192,0.00005727736,0.0004111678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594597,"about_ca_system_score_gemma":0.00009260216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008354832,"about_ca_topic_score_gemma":0.000005743134,"domain_scores_codex":[0.9984638,0.00005696085,0.0004501188,0.0003216599,0.0005075079,0.0001999221],"domain_scores_gemma":[0.9991676,0.0001882056,0.0001950613,0.0002205847,0.0001553306,0.00007322965],"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":[0.003667477,0.0008660546,0.02360858,0.0000695153,0.0001827399,0.00005208765,0.0003307662,0.001271634,0.9671026,0.0002551282,0.0002823301,0.002311081],"study_design_scores_gemma":[0.003679416,0.0002467657,0.01064668,0.0001389921,0.00002299388,0.000005265825,0.00008660069,0.002107289,0.9814025,0.00002732021,0.00150338,0.0001328691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900715,0.00002134815,0.00001612166,0.0001794043,0.00189771,0.0005611258,0.0001620865,0.00002384803,0.007066872],"genre_scores_gemma":[0.9794782,0.00001573978,0.000069733,0.0001369449,0.0001110053,0.00001037638,0.00006252821,0.00002037238,0.02009507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01429982,"threshold_uncertainty_score":0.6406758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089209428488381,"score_gpt":0.273749863292896,"score_spread":0.2528577690080122,"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."}}