{"id":"W1964104589","doi":"10.1016/j.actbio.2010.01.031","title":"Immunocamouflage: The biophysical basis of immunoprotection by grafted methoxypoly(ethylene glycol) (mPEG)","year":2010,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Blood transfusion and management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; University of British Columbia","funders":"Canadian Institutes of Health Research; Genome British Columbia; University of Victoria","keywords":"PEGylation; Ethylene glycol; Polymer; PEG ratio; Biophysics; Protein adsorption; Materials science; Macromolecule; Dextran; Polyethylene glycol; Chemistry; Biochemistry; Organic chemistry; Biology","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":[0.0003921039,0.0002038518,0.000335573,0.00009376754,0.0001311798,0.00004466436,0.0002249661,0.0001669043,0.0008742975],"category_scores_gemma":[0.00004381292,0.0001335073,0.0001501681,0.0003403788,0.0002022999,0.00008053113,0.00008747939,0.0001679182,0.0000501654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001625083,"about_ca_system_score_gemma":0.0000288962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149033,"about_ca_topic_score_gemma":0.00002595839,"domain_scores_codex":[0.998718,0.00009782408,0.0003773338,0.0002679775,0.0002901586,0.0002487639],"domain_scores_gemma":[0.9989956,0.0000265975,0.0001326659,0.0006841546,0.00008373333,0.00007726009],"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":[0.000452335,0.00029307,0.00002728974,0.0000864698,0.000177172,0.000003825906,0.0001439151,8.421737e-9,0.9913278,0.0002753274,0.003892582,0.003320239],"study_design_scores_gemma":[0.001523361,0.0002752589,0.008557163,0.00002873848,0.0002364154,0.0000206251,0.00009229421,0.00001559288,0.9384363,0.00006846519,0.05061117,0.0001345565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917583,0.00004561232,0.00009966854,0.004361872,0.002331708,0.0007906738,0.0000433293,0.0001197119,0.0004490832],"genre_scores_gemma":[0.9978858,0.00006278834,0.0005544892,0.0002890012,0.0001644139,0.00008897117,0.00006438917,0.00003231028,0.0008578024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05289141,"threshold_uncertainty_score":0.9572945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005428586189525873,"score_gpt":0.2407816441784904,"score_spread":0.2353530579889645,"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."}}