{"id":"W1997624086","doi":"10.1016/j.bios.2009.05.028","title":"Immobilization of bacteriophages on gold surfaces for the specific capture of pathogens","year":2009,"lang":"en","type":"article","venue":"Biosensors and Bioelectronics","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":137,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Institute for Nanotechnology; University of Guelph; University of Alberta","funders":"","keywords":"Nanotechnology; Colloidal gold; Bacteriophage; Chemistry; Materials science; Escherichia coli; Nanoparticle; Biochemistry","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":[0.0004005192,0.0003846161,0.000293872,0.0003476012,0.0002977046,0.0005052285,0.0003506605,0.0005557183,0.0005913196],"category_scores_gemma":[0.0005111943,0.0003451248,0.0003864062,0.0002179973,0.0003243279,0.0002755948,0.0004441669,0.000438756,0.0003133385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004114766,"about_ca_system_score_gemma":0.0002432721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005203553,"about_ca_topic_score_gemma":0.001051089,"domain_scores_codex":[0.9996986,0.00004692361,0.00002001016,0.00004698764,0.0001309184,0.00005643536],"domain_scores_gemma":[0.9998895,0.00003583899,0.00001425284,0.00001672389,0.00002250402,0.00002111486],"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":[0.00003353679,0.00000904058,0.0001059314,0.00004296988,0.000005462814,0.00002476523,0.00002851599,0.00007243457,0.9974023,0.0001780408,0.00004118139,0.00205586],"study_design_scores_gemma":[0.00000293595,0.00004374442,0.0005723359,0.000004604077,0.000005919091,0.00006319257,0.00001306011,0.0005837425,0.9973487,0.00004689588,0.00131091,0.000003849521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716442,0.005240095,0.02007401,0.0002085239,0.0001239967,0.00004103803,0.00007927696,0.000120612,0.002468037],"genre_scores_gemma":[0.9742154,0.002511051,0.01665984,0.0001081602,0.00002073971,0.00003002513,0.000185523,0.00002598525,0.006243207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005913196,"threshold_uncertainty_score":0.002985537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008665951126375157,"score_gpt":0.2012853805211172,"score_spread":0.1926194293947421,"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."}}