{"id":"W2090924717","doi":"10.1016/j.colsurfb.2005.07.004","title":"Functionality and stability of heparin immobilized onto poly(dimethylsiloxane)","year":2005,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Saskatchewan Research Council; Stiftelsen för Strategisk Forskning; Vetenskapsrådet; Stiftelsen för Strategisk Forskning","keywords":"Heparin; Antithrombin; Microfluidics; Coating; Fibrin; Materials science; Surface modification; Chemical engineering; Polymer; Nanotechnology; Chemistry; Biomedical engineering; Chromatography; Polymer chemistry; Composite material; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002386276,0.0001711634,0.0002818263,0.00004123473,0.00008035782,0.00003820502,0.0000890926,0.00008023309,0.0001682355],"category_scores_gemma":[0.00001107974,0.0001534429,0.00004489885,0.0001299624,0.0001962003,0.0001023391,0.00004883921,0.00009188148,0.00000514203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003662234,"about_ca_system_score_gemma":0.00001878265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001403304,"about_ca_topic_score_gemma":0.0001018757,"domain_scores_codex":[0.9991048,0.00003560317,0.0003117473,0.0002467511,0.0001083237,0.0001927535],"domain_scores_gemma":[0.999534,0.00007636963,0.00003961675,0.0002111694,0.00004883416,0.00008998455],"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":[0.00005173766,0.00005316483,0.0100135,0.0001121158,0.00007247738,1.069951e-7,0.00027257,0.00001662941,0.9808333,0.0005946189,0.002216375,0.005763381],"study_design_scores_gemma":[0.0005882844,0.0001468915,0.01939403,0.00002503777,0.00004565955,0.000007855743,0.0003953049,0.002947448,0.9027991,0.0002231839,0.07311389,0.0003133294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8586205,0.1394842,0.0003426625,0.0001211563,0.00004248605,0.0001801875,0.00004612124,0.00007684647,0.001085826],"genre_scores_gemma":[0.9721807,0.02711572,0.0004593856,0.00001740602,0.0000193757,0.00001542956,0.000006855494,0.000013813,0.0001712812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135603,"threshold_uncertainty_score":0.6257218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009805698736346964,"score_gpt":0.2116730186342399,"score_spread":0.2018673198978929,"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."}}