{"id":"W4389629380","doi":"10.1116/6.0003078","title":"Polydopamine modification of polydimethylsiloxane for multifunctional biomaterials: Immobilization and stability of albumin and fetuin-A on modified surfaces","year":2023,"lang":"en","type":"article","venue":"Biointerphases","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bovine serum albumin; Polydimethylsiloxane; Fetuin; Biomolecule; Surface modification; Chemistry; Biosensor; Chromatography; Blood proteins; Fetal bovine serum; Nanotechnology; Serum albumin; Materials science; Cell; Biochemistry; Organic chemistry; Glycoprotein","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":[0.0004988828,0.0001529649,0.0003185566,0.0001861859,0.00007567275,0.00002634261,0.00007733618,0.0000548863,0.00005999559],"category_scores_gemma":[0.0005001388,0.0001317069,0.00004615217,0.000170231,0.0002960906,0.000171717,0.00006749876,0.00001666983,0.000006280199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002124301,"about_ca_system_score_gemma":0.00002607482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003334903,"about_ca_topic_score_gemma":0.000020606,"domain_scores_codex":[0.9987313,0.00009575726,0.0004925424,0.0003441753,0.000177078,0.0001592117],"domain_scores_gemma":[0.9984829,0.0008192686,0.0002919079,0.000198298,0.0001647817,0.00004287383],"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":[0.0006529097,0.0001648131,0.001509633,0.0001423645,0.00002375293,1.774671e-7,0.0002857247,0.00002281377,0.995998,0.0001558165,0.0000824858,0.0009614819],"study_design_scores_gemma":[0.0006227434,0.0003986727,0.01308592,0.00006992075,0.00002415021,0.00000241866,0.0005256622,0.00267325,0.9823601,0.00008244629,0.00004543917,0.000109266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963751,0.0004704079,0.001191794,0.0001663658,0.0004585271,0.0003838721,0.0008501966,0.00007752566,0.00002620318],"genre_scores_gemma":[0.9991153,0.00008196669,0.0006060667,0.00001048389,0.00002321715,0.00004767847,0.00004966811,0.00001338829,0.00005223884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01363792,"threshold_uncertainty_score":0.5370851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07426891938587177,"score_gpt":0.334055580000937,"score_spread":0.2597866606150652,"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."}}