{"id":"W2428986597","doi":"10.1021/acs.langmuir.5b00812","title":"Adlayer-Mediated Antibody Immobilization to Stainless Steel for Potential Application to Endothelial Progenitor Cell Capture","year":2015,"lang":"en","type":"article","venue":"Langmuir","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trichlorosilane; Chemistry; Derivatization; Biophysics; X-ray photoelectron spectroscopy; Context (archaeology); Surface modification; Fluorescence microscope; Antibody; Linker; In vivo; Bioconjugation; Fluorescence; Nanotechnology; Combinatorial chemistry; Chemical engineering; Materials science; Chromatography; Organic chemistry; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887715,0.0003284875,0.0001574229,0.0002190108,0.0001097634,0.000240315,0.000363396,0.0003086766,0.0006333617],"category_scores_gemma":[0.0001715333,0.0001660777,0.0002293481,0.0001524937,0.0001189834,0.0001213887,0.0001810842,0.0002422088,0.0003996576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883402,"about_ca_system_score_gemma":0.0002429503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007348623,"about_ca_topic_score_gemma":0.00142814,"domain_scores_codex":[0.9998982,0.00001241586,0.000008889168,0.0000175201,0.00004445097,0.00001843086],"domain_scores_gemma":[0.9999341,0.00001255537,0.00001361017,0.000006841484,0.00002269538,0.00001033752],"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":[0.000008719276,0.000003418121,0.00004076193,0.00002635478,0.000001706784,0.00001953127,0.000006013355,0.00003495953,0.9988282,0.00003169089,0.00001377144,0.0009850129],"study_design_scores_gemma":[0.000002454624,0.00008518015,0.0006072907,0.000003214175,0.000008329503,0.0001103539,0.000009059509,0.0007654386,0.9967749,0.00001556759,0.001615152,0.000003046017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570044,0.003314047,0.03618489,0.0001373469,0.000104226,0.00008407162,0.0002890578,0.0003040477,0.002577879],"genre_scores_gemma":[0.9494417,0.002623977,0.04289228,0.00007950801,0.00002571848,0.00004581245,0.0004211537,0.00002218423,0.004447722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007348623,"threshold_uncertainty_score":0.002118826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007584606450113627,"score_gpt":0.2491739808285303,"score_spread":0.2415893743784167,"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."}}