{"id":"W2059849792","doi":"10.1021/la047672d","title":"Protein Resistance of Surfaces Prepared by Sorption of End-Thiolated Poly(ethylene glycol) to Gold:  Effect of Surface Chain Density","year":2005,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":305,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Protein adsorption; Adsorption; Lysozyme; Ethylene glycol; Chemistry; Chemisorption; Ethylene oxide; Chemical engineering; Polymer; Solubility; Polymer chemistry; Sorption; Ethylene; Materials science; Organic chemistry; Copolymer; Biochemistry; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817049,0.0005208538,0.0003804379,0.0002541591,0.000155588,0.000324302,0.000404638,0.0005485655,0.0008710208],"category_scores_gemma":[0.0007778754,0.0003850001,0.0003180784,0.0001674385,0.0002627699,0.0002777965,0.0003513549,0.0005540663,0.000286085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509655,"about_ca_system_score_gemma":0.0001049943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000797719,"about_ca_topic_score_gemma":0.001151539,"domain_scores_codex":[0.999668,0.00004785484,0.00002236734,0.00006789632,0.0001200978,0.00007375799],"domain_scores_gemma":[0.9995248,0.0001968876,0.00008703538,0.0000438868,0.00008253367,0.00006484985],"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":[0.00003448993,0.000008467369,0.00007767884,0.00002090257,0.000006427472,0.00001623484,0.00001489282,0.00007227287,0.9993843,0.000008395854,0.000007461774,0.0003483919],"study_design_scores_gemma":[0.000005393897,0.0001915143,0.001926907,0.000003326426,0.00001197046,0.00004494432,0.00001685661,0.0009699589,0.9966497,0.000008880693,0.0001659209,0.000004631574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970834,0.0006005078,0.001663464,0.00003283222,0.00001517336,0.0000300606,0.00004722652,0.00004259397,0.0004847463],"genre_scores_gemma":[0.9944214,0.0005948044,0.003412216,0.00004695195,0.000008758667,0.00002535156,0.0001841612,0.00003641601,0.001269875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008710208,"threshold_uncertainty_score":0.002913892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007028797029722459,"score_gpt":0.2548256484997846,"score_spread":0.2477968514700622,"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."}}