{"id":"W4387810967","doi":"10.3389/fmicb.2023.1245755","title":"Anaerobic fluorescent reporters for live imaging of Pseudomonas aeruginosa","year":2023,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Ottawa","keywords":"Pseudomonas aeruginosa; Microbiology; Live cell imaging; Anaerobic exercise; Fluorescence; Biology; Bacteria; Genetics; Physics","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":[0.0006649196,0.0007593763,0.0005638803,0.0004891073,0.0004012849,0.0004669527,0.0007668933,0.000921018,0.001682932],"category_scores_gemma":[0.0003632965,0.0003216867,0.0005245581,0.0005257837,0.0005071147,0.0006042925,0.0006832428,0.001397932,0.0006449011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009424664,"about_ca_system_score_gemma":0.0005079776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713288,"about_ca_topic_score_gemma":0.001900007,"domain_scores_codex":[0.999347,0.0001367387,0.00004290069,0.0001374067,0.0002235722,0.0001123568],"domain_scores_gemma":[0.9996964,0.00008376426,0.00008261211,0.00002921749,0.00005499999,0.00005305965],"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":[0.00003930161,0.00002635487,0.00005752586,0.00006299515,0.000002496166,0.00001752217,0.00002836263,0.0001898742,0.9981651,0.0003045989,0.0001032334,0.001002746],"study_design_scores_gemma":[0.00001565052,0.0001508467,0.0007221585,0.00001663303,0.000007420614,0.0001122972,0.00003487905,0.004857718,0.9887928,0.0001472912,0.005124454,0.00001778752],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7846931,0.00290754,0.2021065,0.0006482329,0.0001137021,0.0003360934,0.002575061,0.001403549,0.005216202],"genre_scores_gemma":[0.7541648,0.003681465,0.228117,0.0004032411,0.00004644014,0.0009049307,0.004112631,0.0004343996,0.008135076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001713288,"threshold_uncertainty_score":0.006838143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007313385995862063,"score_gpt":0.2277865271307655,"score_spread":0.2204731411349034,"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."}}