{"id":"W2911735310","doi":"10.1101/551754","title":"Phage efficacy in infecting dual-strain biofilms of <i>Pseudomonas aeruginosa</i>","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Lytic cycle; Microbiology; Biology; Strain (injury); Pseudomonas aeruginosa; Bacteria; Population; Nutrient agar; Bacteriophage; Biofilm; Bacterial virus; Agar; Virology; Gene; Virus; Genetics; 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":[0.0005705824,0.0003767203,0.0003333001,0.0002227519,0.0002390768,0.0006217103,0.0002391224,0.0004320971,0.00106682],"category_scores_gemma":[0.0006385709,0.0002323091,0.0002306254,0.0001135198,0.0002208136,0.0003190539,0.0004700724,0.0006492597,0.0002374206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003028204,"about_ca_system_score_gemma":0.0002113966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397402,"about_ca_topic_score_gemma":0.001381023,"domain_scores_codex":[0.9994498,0.0001340693,0.00004571923,0.00008132739,0.0001834203,0.0001056719],"domain_scores_gemma":[0.999317,0.0003058974,0.00009906743,0.00004282983,0.0001054129,0.0001296701],"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":[0.0001129559,0.00005746021,0.0008499685,0.00005618896,0.000009771677,0.00001612768,0.00003870295,0.0001036685,0.9977869,0.00004342746,0.00003780235,0.0008869731],"study_design_scores_gemma":[0.00002009571,0.001621538,0.02321685,0.00002291044,0.00003186726,0.0001235322,0.0001522855,0.002459098,0.9716323,0.00006434393,0.0006383992,0.0000167766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984767,0.0004632543,0.0002139613,0.0000434904,0.00001347613,0.000006794582,0.00005073127,0.000009378481,0.0007222425],"genre_scores_gemma":[0.9974624,0.0002554792,0.0009636038,0.00005910625,0.00001179492,0.00001242567,0.0001133895,0.00001516761,0.001106717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001397402,"threshold_uncertainty_score":0.003568888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043137722796315,"score_gpt":0.2215483209639912,"score_spread":0.2111169437360281,"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."}}