{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002200012,0.0002503113,0.000205087,0.0002392832,0.0001469568,0.0002042045,0.0002935553,0.0004532097,0.0008394668],"category_scores_gemma":[0.0001161086,0.0002150015,0.0001595523,0.0001015242,0.0001387975,0.0001703944,0.0001902698,0.000293029,0.0004186342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236591,"about_ca_system_score_gemma":0.0002022891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003340979,"about_ca_topic_score_gemma":0.0009385697,"domain_scores_codex":[0.9998826,0.000017665,0.000007433198,0.00001970534,0.0000463344,0.00002626704],"domain_scores_gemma":[0.9999166,0.00002143117,0.00001258654,0.000009260718,0.00001551566,0.00002466639],"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":[0.00001622765,0.000008754111,0.00006155073,0.00001042891,0.000001394109,0.000008398426,0.000003152078,0.00003235278,0.9992844,0.0000235185,0.00002526984,0.0005245266],"study_design_scores_gemma":[0.000005218883,0.00004315572,0.0008305903,0.000001630027,0.000004633605,0.00006439548,0.000004271292,0.001956431,0.9966581,0.00001566852,0.0004139697,0.000001892363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787973,0.001105168,0.01850763,0.0001679092,0.00003238148,0.00002176151,0.0001017155,0.0001782397,0.001087838],"genre_scores_gemma":[0.9770849,0.0005030975,0.0202776,0.00007592515,0.000008695308,0.00002205822,0.0002281878,0.00001417759,0.001785424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008394668,"threshold_uncertainty_score":0.002808332,"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."}}