{"id":"W3209519038","doi":"10.1080/22221751.2021.2002671","title":"Colistin-phage combinations decrease antibiotic resistance in <i>Acinetobacter baumannii</i> via changes in envelope architecture","year":2021,"lang":"en","type":"article","venue":"Emerging Microbes & Infections","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"National Natural Science Foundation of China","keywords":"Acinetobacter baumannii; Phage therapy; Microbiology; Colistin; Antibiotic resistance; Biology; Antibiotics; Bacteriophage; Galleria mellonella; Bacteria; Virology; Virulence; Gene; Escherichia coli; Pseudomonas aeruginosa; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001588166,0.0002304292,0.0002458721,0.0002168993,0.0002829688,0.00008102824,0.0001526362,0.0000954299,0.003372024],"category_scores_gemma":[0.0001196583,0.0002610458,0.0000873522,0.001135384,0.0001235053,0.0002338765,0.0001892803,0.0004311777,0.0002561765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395281,"about_ca_system_score_gemma":0.0000406031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002367342,"about_ca_topic_score_gemma":0.2208766,"domain_scores_codex":[0.9984565,0.0001503562,0.0003688279,0.0004839198,0.0000999973,0.000440396],"domain_scores_gemma":[0.9993257,0.00009493666,0.0001021911,0.000328237,0.00002937843,0.0001195423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000124344,0.0009053182,0.02639266,0.00003285472,0.00001780115,0.00009222866,0.0009401167,0.000684093,0.9655937,0.0001639696,0.003188315,0.00197652],"study_design_scores_gemma":[0.001165192,0.00003880304,0.7287009,0.0002742105,0.00003112997,0.0001478487,0.0001532491,0.0000322722,0.05131423,0.0003950193,0.2171866,0.0005605179],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784283,0.000230972,0.0007770839,0.002815343,0.0005307825,0.0002908958,0.00005360682,0.00008282458,0.01679016],"genre_scores_gemma":[0.991945,0.0001160608,0.001620502,0.0007712625,0.00005009918,0.00003165548,0.00009506945,0.00003223903,0.005338103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9142795,"threshold_uncertainty_score":0.9999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005926190813726915,"score_gpt":0.2302168152859133,"score_spread":0.2242906244721863,"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."}}