{"id":"W2022561339","doi":"10.1002/chem.200901397","title":"Single‐Domain Antibody‐Conjugated Nanoaggregate‐Embedded Beads for Targeted Detection of Pathogenic Bacteria","year":2009,"lang":"en","type":"article","venue":"Chemistry - A European Journal","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences; Institute for Biological Sciences","funders":"","keywords":"Single-domain antibody; Staphylococcus aureus; Pathogenic bacteria; Bacteria; Conjugated system; Antibody; Phage display; Chemistry; Materials science; Microbiology; Nanotechnology; Biology; Polymer; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003119493,0.0001985425,0.0002263158,0.00004714982,0.000104407,0.00007175901,0.0001428877,0.00007598317,0.00007397927],"category_scores_gemma":[0.00006668056,0.0001909097,0.0002000981,0.0001786251,0.0000378301,0.00009506891,0.000009876267,0.0002788557,0.000008522903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008642121,"about_ca_system_score_gemma":0.00001088639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.498655e-7,"about_ca_topic_score_gemma":1.018924e-7,"domain_scores_codex":[0.9989,0.00005431209,0.0004642711,0.0001634641,0.0001262075,0.000291731],"domain_scores_gemma":[0.999402,0.00001607806,0.0001416858,0.0001601926,0.0001145211,0.0001655176],"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":[0.00005575885,0.00003779372,0.00000176464,0.00005066471,0.00004068769,0.00002915177,0.00003464337,0.00007761984,0.9653414,0.000001219028,0.00007262093,0.03425661],"study_design_scores_gemma":[0.0008367392,0.0002000057,0.0006377734,0.0001038567,0.00004407009,0.0003003803,0.00005498771,0.007749135,0.9869924,0.0000628268,0.00278496,0.0002328906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850814,0.0002047262,0.0122861,0.00003083987,0.000221421,0.00007229317,0.00002081912,0.0001394736,0.001942917],"genre_scores_gemma":[0.9981484,0.0000449324,0.00117626,0.00001821763,0.0004222824,5.552108e-7,0.00002274725,0.00004442323,0.000122222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03402372,"threshold_uncertainty_score":0.7785071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008176227927931514,"score_gpt":0.2042506743460171,"score_spread":0.1960744464180856,"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."}}