{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001107756,0.0001254348,0.0001211095,0.000154823,0.00003420846,0.00003175618,0.0001404586,0.00009175322,0.000005040375],"category_scores_gemma":[0.00001731104,0.0001239579,0.00004673485,0.0003605159,0.000006828899,0.00006324529,0.00001756483,0.00004871698,0.00004858746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005191372,"about_ca_system_score_gemma":0.00001811302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002871347,"about_ca_topic_score_gemma":0.000007519623,"domain_scores_codex":[0.99929,0.00001531198,0.0001659129,0.0001847683,0.0001475831,0.0001964086],"domain_scores_gemma":[0.9993955,0.00001170327,0.00002746171,0.000185773,0.0002214528,0.0001581226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009805927,0.0001219475,0.001422689,0.0001670401,0.00002571587,0.000001552671,0.001761557,0.002914125,0.9477092,0.0008123432,0.0401764,0.004789388],"study_design_scores_gemma":[0.001159647,0.0002194806,0.003968616,0.00001920745,0.00004016647,0.000003083795,0.0006398092,0.01508275,0.2733008,0.0001528826,0.7047871,0.000626479],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1165416,0.0001119314,0.8783629,0.0002014243,0.0003097934,0.002171807,0.0002757241,0.001082768,0.0009421108],"genre_scores_gemma":[0.9870179,0.000004453902,0.01109003,0.0001656325,0.0003140199,0.0007762234,0.0003604568,0.00004714787,0.0002241178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8704764,"threshold_uncertainty_score":0.5054856,"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."}}