{"id":"W4386698873","doi":"10.1038/s41598-023-42505-3","title":"Bacteriophages with depolymerase activity in the control of antibiotic resistant Klebsiella pneumoniae biofilms","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Klebsiella pneumoniae; Microbiology; Biofilm; Klebsiella pneumonia; Antibiotics; Pneumonia; Klebsiella; Bacteriophage; Biology; Pseudomonas aeruginosa; Medicine; Bacteria; Escherichia coli","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":[0.0004000402,0.0004008963,0.0003668355,0.0004450232,0.0002046095,0.0003899818,0.0001687626,0.0005107484,0.0003333967],"category_scores_gemma":[0.0002465098,0.0001933595,0.0003737521,0.0002233397,0.0001975853,0.0002355981,0.000303243,0.0004319223,0.00007852635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578788,"about_ca_system_score_gemma":0.000312629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006327535,"about_ca_topic_score_gemma":0.001389314,"domain_scores_codex":[0.9997168,0.00007056918,0.00002968778,0.00004040064,0.00009880969,0.00004375459],"domain_scores_gemma":[0.9998801,0.00002891641,0.00003134342,0.000006956147,0.00001986742,0.00003278966],"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":[0.00005089803,0.00003581475,0.00008549346,0.00006185532,0.000005332101,0.00001652099,0.00001203859,0.0000877472,0.9979475,0.00001901986,0.000009803691,0.001667975],"study_design_scores_gemma":[0.00001643926,0.001286729,0.002941961,0.00003284951,0.0000368949,0.0001118407,0.00002780568,0.0005586193,0.9929585,0.00001892486,0.002000947,0.000008367662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835778,0.01260704,0.002670447,0.0000813406,0.00005260707,0.00006736912,0.0000548019,0.00002138477,0.000867088],"genre_scores_gemma":[0.9821244,0.00767426,0.008514374,0.00005533012,0.00002789253,0.00006562573,0.00009296464,0.00001139921,0.001433583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006327535,"threshold_uncertainty_score":0.002115607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008252016379477272,"score_gpt":0.2249883477592793,"score_spread":0.216736331379802,"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."}}