{"id":"W4391296567","doi":"10.1002/smll.202308814","title":"Optical Trapping and Fast Discrimination of Label‐Free Bacteriophages at the Single Virion Level","year":2024,"lang":"en","type":"article","venue":"Small","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"École Polytechnique Fédérale de Lausanne; Université Laval; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Agence Nationale de la Recherche; National Science Foundation","keywords":"Virulence; Bacteriophage; Phage display; Phage therapy; Nanotechnology; Photonic crystal; Materials science; Photonics; Phagemid; Biology; Optoelectronics; Microbiology; Virology; Escherichia coli; Genetics; Antibody; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003803808,0.0002107484,0.0001497384,0.000232265,0.0001623327,0.000391511,0.0004070705,0.0004369167,0.0008330596],"category_scores_gemma":[0.0003789098,0.000202061,0.0001716971,0.0001002618,0.0004265005,0.0003425523,0.0004854743,0.0004604762,0.0002750871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968518,"about_ca_system_score_gemma":0.0003068934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004114398,"about_ca_topic_score_gemma":0.0009705437,"domain_scores_codex":[0.9997676,0.00002508978,0.000007828871,0.00006808536,0.00009829571,0.00003300639],"domain_scores_gemma":[0.999772,0.0001065617,0.00004301113,0.00002512025,0.00003306665,0.000020311],"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":[0.00001383438,0.000006103943,0.00006705996,0.00002090127,0.000001455499,0.0000081976,0.00001694704,0.00007631256,0.9973647,0.0004184628,0.00002951825,0.001976577],"study_design_scores_gemma":[0.000008807048,0.00007779339,0.0007487156,0.000005763259,0.000003832931,0.00005928434,0.00001906562,0.004935883,0.9924871,0.0002452599,0.001399295,0.000009375432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8894801,0.001978513,0.1025738,0.0002184577,0.00007581427,0.00007151753,0.0001294944,0.0002902284,0.005181993],"genre_scores_gemma":[0.9214513,0.0008967167,0.07279689,0.0001625161,0.00003246536,0.00007561947,0.0001180348,0.00006488166,0.004401522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008330596,"threshold_uncertainty_score":0.002786875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400252634193332,"score_gpt":0.2449145943038647,"score_spread":0.2048893308845315,"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."}}