{"id":"W2317868866","doi":"10.1021/la200102z","title":"Bacterial Capture Efficiency and Antimicrobial Activity of Phage-Functionalized Model Surfaces","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Antimicrobial; Bacteriophage; Bacteria; Escherichia coli; Salmonella; Biofilm; Chemistry; Microbiology; Membrane; Biophysics; Nanotechnology; Materials science; Biology; Biochemistry; Gene","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":[0.0004109465,0.0004856018,0.0003140449,0.0003764596,0.0001897999,0.0003638958,0.0003062749,0.0005994433,0.0005224533],"category_scores_gemma":[0.0006191113,0.0001972834,0.0003463888,0.0002450737,0.0002357125,0.0002591548,0.0002142866,0.0002764123,0.0001588504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113511,"about_ca_system_score_gemma":0.0001062186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007565107,"about_ca_topic_score_gemma":0.0006586111,"domain_scores_codex":[0.9996539,0.00008695203,0.00002210576,0.00005916271,0.0001027355,0.00007502013],"domain_scores_gemma":[0.9997337,0.0001156235,0.0000384692,0.00002487928,0.0000650627,0.0000221636],"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":[0.00004119917,0.00001349019,0.0001642756,0.00002163215,0.000005005104,0.000008284257,0.0000125273,0.0001336657,0.9992118,0.00002052384,0.000005961898,0.0003616372],"study_design_scores_gemma":[0.000003407702,0.0002797161,0.001163398,0.000003668127,0.00000876284,0.0000288852,0.00001919944,0.001309113,0.9970305,0.0000101276,0.0001389008,0.000004212231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982754,0.0004193595,0.001043926,0.00001017083,0.000004819769,0.000006051713,0.00002679789,0.00001019717,0.0002032583],"genre_scores_gemma":[0.9963566,0.0003557217,0.002595052,0.00001439747,0.000003234811,0.00001217319,0.000156509,0.000008320595,0.000498059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007565107,"threshold_uncertainty_score":0.002258956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177476753559076,"score_gpt":0.2183281725868182,"score_spread":0.2005804972309106,"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."}}