{"id":"W2803569829","doi":"10.1038/s41598-018-25870-2","title":"Oncotically Driven Control over Glycocalyx Dimension for Cell Surface Engineering and Protein Binding in the Longitudinal Direction","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Centre for Blood Research, University of British Columbia; Michael Smith Health Research BC","keywords":"Glycocalyx; Macromolecular crowding; Biophysics; Cell; Chemistry; Macromolecule; Cell biology; Nanotechnology; Materials science; Biology; Biochemistry","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":[0.000910624,0.0000911587,0.0001639287,0.00008921265,0.0001672045,0.00004577174,0.00002593668,0.00006755277,0.00003062608],"category_scores_gemma":[0.0001926667,0.00006203364,0.00004633648,0.0002363718,0.0001633919,0.00006200087,0.00001620416,0.0001088374,0.000007435016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003807565,"about_ca_system_score_gemma":0.00004905045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001286303,"about_ca_topic_score_gemma":0.000018751,"domain_scores_codex":[0.9989389,0.00003271381,0.0002416209,0.0003960838,0.0001907974,0.0001999135],"domain_scores_gemma":[0.999405,0.0000779734,0.00009033765,0.0002580489,0.0001092954,0.0000593481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001301609,0.00007925888,0.0185197,0.00005917744,0.000008130084,0.00006963226,0.0002644756,0.00009194352,0.9792137,0.00003392441,0.001415151,0.0001148054],"study_design_scores_gemma":[0.009921498,0.004129427,0.4202771,0.001071857,0.0003901219,0.002401029,0.0006630055,0.1290798,0.3038561,0.001174381,0.1260083,0.001027397],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949527,0.00003863796,0.001583895,0.000215413,0.002152119,0.0007929447,9.24752e-7,0.00003249388,0.0002308783],"genre_scores_gemma":[0.9975302,0.000001118892,0.001010647,0.00004609887,0.0001491325,0.00002287221,0.00001324894,0.000009291431,0.001217415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6753575,"threshold_uncertainty_score":0.2529659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337241513233049,"score_gpt":0.251305268614537,"score_spread":0.2379328534822065,"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."}}